Time Series Analysis with R
Introduction to Facebook’s Prophet (Oct 2019)
Kerstin Poetzl
References:
Facebook Prophet documentation
–> referenced as [FB]Taylor SJ, Letham B. (2017) Forecasting at scale. PeerJ Preprints 5:e3190v2
–> referenced as [Taylor/Letham 1]Taylor SJ, Letham B. (2017) Prophet: forecasting at scale
–> referenced as [Taylor/Letham 2]Ruan van der Merwe (2018) Implementing Facebook Prophet efficiently
–> referenced as [Merwe]Tutorial Time Series ARIMA and Prophet, from Prof. Dr. Jan Kirenz, Hochschulde der Medien, Homepage
–> referenced as [Kirenz]Dmitry Storozhenko (2018) Surviving financial turmoil: time series forecasting with Prophet and R
–> referenced as [Storozhenko]Automatic Forecasting Procedure (2019) Package ‘prophet’
–> [Package ‘prophet’]
1 Installed Packages and Libraries
2 Motivation for this Tutorial
Business Forecasting is a central data science task and has to consider many activities within an company. A Forecast is a complex problem for machines and most analysts. Typical business examples where a forecast is needed are effective capacity planning, goal setting which needs a baseline for performance measurement and anomaly detection, etc. The Business Analysts have ususally a deep domain expertise but hardly knowledge of time series forecasting techniques which is a challenge in order to produce a high-quality forecast. [Taylor/Letham 1, page 1]
This lack of knowledge of many Business Analysts is the major motivation of this tutorial. The Tutorial shall provide useful guidance how to produce in a simply way a time series forecast of good quality.
3 Introduction
"Prophet is a recently from Facebook developed procedure for forecasting time series data based on an additive model where non-linear trends are fit with yearly, weekly, and daily seasonality, plus holiday effects.
According to Facebook, it works best with time series that have strong seasonal effects and several seasons of historical data. Prophet is robust to missing data and shifts in the trend, and typically handles outliers well.
Prophet is open source software released by Facebook’s Core Data Science team." [Kirenz]
How To forecast with Prophet:
In R, we use the normal model fitting API. We provide a prophet function that performs fitting and returns a model object. You can then call predict and plot on this model object." [FB]
4 Import data
First step of this tuturial is to read in the data and to create the outcome variable. As data set we use the wikipedia log number of views of Peypton Manning who is an ex US American Football Player.
Source:
- Peyton Manning at Wikipedia
- Data from github
Peyton Williams Manning (born March 24, 1976 in New Orleans, Louisiana) is a former American football player on the quarterback’s position. He played 14 years for the Indianapolis Colts in the National Football League (NFL) and won with them the Super Bowl XLI. He then played four years for the Denver Broncos, with whom he won the 2016 Super Bowl 50 in his last season. [Manning@Wiki]
Apply the function read.table() with the option to choose the file directly from the local directory, header is True and the separator is in our data file a comma.
5 Data Examination
Apply the function View() to visualize the data in a separate table tab and dim() to understand how many observations the dataframe contains:
## [1] 2905 2
The dataframe contains 2 columns ds and y, which contain the date and the associated numeric value. There are 2905 oberserations in Total.
Table format looks ok, data is properly separated and the table has a valid header.
Apply the function str() to get a brief glimpse on the data:
## 'data.frame': 2905 obs. of 2 variables:
## $ ds: Factor w/ 2905 levels "2007-12-10","2007-12-11",..: 1 2 3 4 5 6 7 8 9 10 ...
## $ y : num 9.59 8.52 8.18 8.07 7.89 ...The date column “ds” is currently stored as a “Factor” data type.
Prerequisition for Prophet:
“Prophet needs as input a dataframe with columns for date (ds) and the associated numeric values (y). The date format needs to be YYYY-MM-DD for a date or YYYY-MM-DD HH:MM:SS for a timestamp.” [FB]
To ensure to have the proper date format and also for better visualization purposes this should be converted to a “date-time” class which can be displayed as a continuous variable.
Apply the function as.Date() on the column “ds” which holds the date information and replace the old values:
## 'data.frame': 2905 obs. of 2 variables:
## $ ds: Date, format: "2007-12-10" "2007-12-11" ...
## $ y : num 9.59 8.52 8.18 8.07 7.89 ...The data type has been successfully changed from “Factor” to “Date”.
Apply the function head() to retrieve only the first 6 values from the data set to check the data:
## ds y
## 1 2007-12-10 9.590761
## 2 2007-12-11 8.519590
## 3 2007-12-12 8.183677
## 4 2007-12-13 8.072467
## 5 2007-12-14 7.893572
## 6 2007-12-15 7.783641or a certain column:
## [1] "2007-12-10" "2007-12-11" "2007-12-12" "2007-12-13" "2007-12-14"
## [6] "2007-12-15"For the last few rows use tail() instead.
There are more alternative ways to show the data. Call the name of the dataset to retrieve all values or only a certain column. Alternatively print() can be used as well.
Another option is to generate a table as output, where you can navigate through the rows. Apply the function datatable() to check the values of the data:
Apply the function summary() to retrieve a brief statistical summary of the data for Min, Max, Mean, 1st and 3rd Quartile on the dataframe:
## ds y
## Min. :2007-12-10 Min. : 5.263
## 1st Qu.:2010-01-12 1st Qu.: 7.515
## Median :2012-01-23 Median : 7.998
## Mean :2012-01-15 Mean : 8.139
## 3rd Qu.:2014-01-21 3rd Qu.: 8.580
## Max. :2016-01-20 Max. :12.847In case that the Minimum “Min” would be zero, it has to be decided if this needs to be cleaned up or not.
Although Facebooks Prophet is robust against missing values, other forecast models like ARIMA would require that missing data need to be handled to have the right forecast. For demonstration purposes we assign NA to all data points where the observation in the dataframe is zero:
6 Data Visualization
It is a good practice to plot the data and understand how they look like before fitting any models. Apply the function ggplot() here with a selection of simple attributes to define the layout of the scatter plot:
plot <- ggplot(data, aes(x= ds, y= y))+
geom_point( # used to create scatterplots
color= "black", # color of the data points
shape = 1, # type of data point (circle, square, filled vs open, etc)
alpha = 0.4, # defines the color transparency
size = 0.6) # defines the size of the data pointSome sources for how to change the aestethic:
- Cheatsheet
- Grafiken mit ggplot aus dem package library(ggplot2)
- ggplot2 part of tidyverse
- Aesthetic specifications
Apply the function ggplotly() to create a plotly object, adjust the size and make the plot interactive, see also ggplotly:
In case the data set would have several columns and we would like to reduce the data set only to the needed columns, just create a new data frame with the needed values for date and observation.
Not needed here for the excercise but for demonstration purposes done:
Store the values for “date” in the variable “ds” for data stamp information:
Logarithmic scales
If the observations have a wide spread over several orders of magnitude, with some observations having a much higher value than others, it’s a practical approach to convert the axis on a log scale. See also wikipedia for logarithmic scales
Store the values for “observations” in the variable “y” and use the log() function to convert those to a log scale:
Save the 2 variables as new dataframe “df”
Print again the scatter plot for the dataframe “df”.
plot <- ggplot(df, aes(x= ds, y= y))+
geom_point(
color= "black",
shape = 1,
alpha = 0.4,
size = 0.6
)
ggplotly(plot, width = 700, height = 400)If the initial data had a wide spread on the observations the seasonality would be now much more visible. Our data didn’t had such a wide spread, therefore the plots are more or less identically.
As there seems to be no difference we continue with the historical dataframe “data” with initial decimal scale.
7 Prophet FCST - fit the Model
Basically Prophet provides a very simple interface: with a column of dates and a column of associated numbers it produces a forecast for the time series.
First step is to fit a model on the historical data. It can be done by calling the prophet() function using the dataframe as the input. [FB]
Store the model for the dataframe “data” in “m” by applying the prophet() function:
## Disabling daily seasonality. Run prophet with daily.seasonality=TRUE to override this.Have a look into the model and its details:
## $growth
## [1] "linear"
##
## $changepoints
## [1] "2008-03-17 GMT" "2008-06-20 GMT" "2008-10-11 GMT" "2009-01-14 GMT"
## [5] "2009-04-17 GMT" "2009-07-19 GMT" "2009-10-26 GMT" "2010-01-31 GMT"
## [9] "2010-05-06 GMT" "2010-08-14 GMT" "2010-11-15 GMT" "2011-02-16 GMT"
## [13] "2011-05-20 GMT" "2011-08-21 GMT" "2011-11-24 GMT" "2012-02-27 GMT"
## [17] "2012-05-31 GMT" "2012-09-01 GMT" "2012-12-02 GMT" "2013-03-05 GMT"
## [21] "2013-06-06 GMT" "2013-09-08 GMT" "2013-12-10 GMT" "2014-03-14 GMT"
## [25] "2014-06-15 GMT"
##
## $n.changepoints
## [1] 25
##
## $changepoint.range
## [1] 0.8
##
## $yearly.seasonality
## [1] "auto"
##
## $weekly.seasonality
## [1] "auto"
##
## $daily.seasonality
## [1] "auto"
##
## $holidays
## NULL
##
## $seasonality.mode
## [1] "additive"
##
## $seasonality.prior.scale
## [1] 10
##
## $changepoint.prior.scale
## [1] 0.05
##
## $holidays.prior.scale
## [1] 10
##
## $mcmc.samples
## [1] 0
##
## $interval.width
## [1] 0.8
##
## $uncertainty.samples
## [1] 1000
##
## $specified.changepoints
## [1] FALSE
##
## $start
## [1] "2007-12-10 GMT"
##
## $y.scale
## [1] 12.84675
##
## $logistic.floor
## [1] FALSE
##
## $t.scale
## [1] 256003200
##
## $changepoints.t
## [1] 0.03307459 0.06513669 0.10327371 0.13533581 0.16672292 0.19811002
## [7] 0.23152211 0.26425920 0.29632130 0.33007087 0.36145798 0.39284509
## [13] 0.42423220 0.45561930 0.48768140 0.51974350 0.55146811 0.58285521
## [19] 0.61390483 0.64529193 0.67667904 0.70840364 0.73979075 0.77151536
## [25] 0.80290246
##
## $seasonalities
## $seasonalities$yearly
## $seasonalities$yearly$period
## [1] 365.25
##
## $seasonalities$yearly$fourier.order
## [1] 10
##
## $seasonalities$yearly$prior.scale
## [1] 10
##
## $seasonalities$yearly$mode
## [1] "additive"
##
## $seasonalities$yearly$condition.name
## NULL
##
##
## $seasonalities$weekly
## $seasonalities$weekly$period
## [1] 7
##
## $seasonalities$weekly$fourier.order
## [1] 3
##
## $seasonalities$weekly$prior.scale
## [1] 10
##
## $seasonalities$weekly$mode
## [1] "additive"
##
## $seasonalities$weekly$condition.name
## NULL
##
##
##
## $extra_regressors
## list()
##
## $country_holidays
## NULL
##
## $stan.fit
## NULL
##
## $params
## $params$k
## [1] -0.3584556
##
## $params$m
## [1] 0.6259492
##
## $params$delta
## [,1] [,2] [,3] [,4] [,5]
## [1,] -8.398299e-08 -1.851913e-07 0.3571925 0.4607287 -3.735725e-07
## [,6] [,7] [,8] [,9] [,10]
## [1,] -0.01223985 -0.2349305 -0.2429344 -1.182504e-07 -3.070881e-07
## [,11] [,12] [,13] [,14] [,15] [,16]
## [1,] 5.409423e-08 0.2888078 0.1934743 0.01064703 0.001426986 -0.8134522
## [,17] [,18] [,19] [,20] [,21]
## [1,] -0.02585546 -1.355635e-07 -7.184145e-09 0.4537572 0.02575439
## [,22] [,23] [,24] [,25]
## [1,] -1.844968e-07 -0.3427033 -4.680586e-08 1.040709e-07
##
## $params$sigma_obs
## [1] 0.03766023
##
## $params$beta
## [,1] [,2] [,3] [,4] [,5] [,6]
## [1,] -0.03001406 0.04826619 0.01001488 -0.002290085 0.01253803 0.01558702
## [,7] [,8] [,9] [,10] [,11]
## [1,] 0.009503642 0.0007544993 0.003915751 -0.005872114 0.007540058
## [,12] [,13] [,14] [,15] [,16]
## [1,] -0.005241938 0.002085084 -0.004777215 -0.004105453 -0.007768402
## [,17] [,18] [,19] [,20] [,21]
## [1,] -0.0008130809 0.001254038 0.001872696 0.006984095 -0.01233714
## [,22] [,23] [,24] [,25] [,26]
## [1,] -0.01057169 0.009385614 0.008470351 0.0008801547 -0.003523281
##
##
## $history
## ds y floor t y_scaled
## 1 2007-12-10 9.590761 0 0.0000000000 0.7465517
## 2 2007-12-11 8.519590 0 0.0003374958 0.6631710
## 3 2007-12-12 8.183677 0 0.0006749916 0.6370233
## 4 2007-12-13 8.072467 0 0.0010124873 0.6283667
## 5 2007-12-14 7.893572 0 0.0013499831 0.6144413
## 6 2007-12-15 7.783641 0 0.0016874789 0.6058842
## 7 2007-12-16 8.414052 0 0.0020249747 0.6549559
## 8 2007-12-17 8.829226 0 0.0023624705 0.6872733
## 9 2007-12-18 8.382518 0 0.0026999663 0.6525012
## 10 2007-12-19 8.069655 0 0.0030374620 0.6281478
## 11 2007-12-20 7.879291 0 0.0033749578 0.6133297
## 12 2007-12-21 7.761745 0 0.0037124536 0.6041798
## 13 2007-12-22 7.529406 0 0.0040499494 0.5860944
## 14 2007-12-23 8.385261 0 0.0043874452 0.6527147
## 15 2007-12-24 8.620111 0 0.0047249409 0.6709956
## 16 2007-12-25 7.852439 0 0.0050624367 0.6112395
## 17 2007-12-26 7.853993 0 0.0053999325 0.6113605
## 18 2007-12-27 8.051978 0 0.0057374283 0.6267718
## 19 2007-12-28 7.926603 0 0.0060749241 0.6170124
## 20 2007-12-29 7.838343 0 0.0064124198 0.6101423
## 21 2007-12-30 9.703145 0 0.0067499156 0.7552997
## 22 2007-12-31 9.385973 0 0.0070874114 0.7306109
## 23 2008-01-01 8.293800 0 0.0074249072 0.6455953
## 24 2008-01-02 8.434681 0 0.0077624030 0.6565616
## 25 2008-01-03 8.262043 0 0.0080998988 0.6431233
## 26 2008-01-04 8.106816 0 0.0084373945 0.6310404
## 27 2008-01-05 7.950150 0 0.0087748903 0.6188454
## 28 2008-01-06 9.509259 0 0.0091123861 0.7402076
## 29 2008-01-07 8.846785 0 0.0094498819 0.6886401
## 30 2008-01-08 8.430545 0 0.0097873777 0.6562397
## 31 2008-01-09 8.248267 0 0.0101248734 0.6420511
## 32 2008-01-10 8.281724 0 0.0104623692 0.6446553
## 33 2008-01-11 8.292799 0 0.0107998650 0.6455174
## 34 2008-01-12 8.199189 0 0.0111373608 0.6382308
## 35 2008-01-13 9.996522 0 0.0114748566 0.7781365
## 36 2008-01-14 10.127071 0 0.0118123523 0.7882985
## 37 2008-01-15 8.933796 0 0.0121498481 0.6954131
## 38 2008-01-16 8.566174 0 0.0124873439 0.6667971
## 39 2008-01-17 8.547722 0 0.0128248397 0.6653608
## 40 2008-01-18 8.399760 0 0.0131623355 0.6538434
## 41 2008-01-19 8.223091 0 0.0134998313 0.6400913
## 42 2008-01-20 8.838987 0 0.0138373270 0.6880331
## 43 2008-01-21 10.897202 0 0.0141748228 0.8482460
## 44 2008-01-22 9.444938 0 0.0145123186 0.7352008
## 45 2008-01-23 8.923325 0 0.0148498144 0.6945980
## 46 2008-01-24 8.543446 0 0.0151873102 0.6650279
## 47 2008-01-25 8.495561 0 0.0155248059 0.6613006
## 48 2008-01-26 8.417373 0 0.0158623017 0.6552143
## 49 2008-01-27 8.572628 0 0.0161997975 0.6672995
## 50 2008-01-28 8.736489 0 0.0165372933 0.6800546
## 51 2008-01-29 8.634087 0 0.0168747891 0.6720835
## 52 2008-01-30 8.673513 0 0.0172122848 0.6751525
## 53 2008-02-01 8.824237 0 0.0178872764 0.6868849
## 54 2008-02-02 8.537976 0 0.0182247722 0.6646022
## 55 2008-02-03 9.698061 0 0.0185622680 0.7549040
## 56 2008-02-04 12.097457 0 0.0188997638 0.9416747
## 57 2008-02-05 10.635278 0 0.0192372595 0.8278577
## 58 2008-02-06 9.691717 0 0.0195747553 0.7544102
## 59 2008-02-07 9.315601 0 0.0199122511 0.7251331
## 60 2008-02-08 8.970813 0 0.0202497469 0.6982946
## 61 2008-02-09 8.589142 0 0.0205872427 0.6685850
## 62 2008-02-10 8.617400 0 0.0209247384 0.6707846
## 63 2008-02-11 8.616314 0 0.0212622342 0.6707001
## 64 2008-02-12 8.215547 0 0.0215997300 0.6395041
## 65 2008-02-13 8.064951 0 0.0219372258 0.6277816
## 66 2008-02-14 8.113427 0 0.0222747216 0.6315550
## 67 2008-02-15 7.799343 0 0.0226122173 0.6071065
## 68 2008-02-16 7.627544 0 0.0229497131 0.5937335
## 69 2008-02-17 7.555905 0 0.0232872089 0.5881571
## 70 2008-02-18 7.711549 0 0.0236247047 0.6002725
## 71 2008-02-19 7.788626 0 0.0239622005 0.6062722
## 72 2008-02-20 7.708411 0 0.0242996963 0.6000282
## 73 2008-02-21 7.768533 0 0.0246371920 0.6047082
## 74 2008-02-22 7.695303 0 0.0249746878 0.5990079
## 75 2008-02-23 7.378384 0 0.0253121836 0.5743387
## 76 2008-02-24 7.910591 0 0.0256496794 0.6157661
## 77 2008-02-25 7.626570 0 0.0259871752 0.5936577
## 78 2008-02-26 7.573531 0 0.0263246709 0.5895291
## 79 2008-02-27 7.567863 0 0.0266621667 0.5890879
## 80 2008-02-29 7.552237 0 0.0273371583 0.5878716
## 81 2008-03-02 7.336937 0 0.0280121498 0.5711124
## 82 2008-03-05 8.124743 0 0.0290246372 0.6324358
## 83 2008-03-06 7.887584 0 0.0293621330 0.6139752
## 84 2008-03-07 7.819636 0 0.0296996288 0.6086861
## 85 2008-03-08 7.383989 0 0.0300371245 0.5747750
## 86 2008-03-09 7.814400 0 0.0303746203 0.6082785
## 87 2008-03-10 7.542213 0 0.0307121161 0.5870913
## 88 2008-03-11 7.548556 0 0.0310496119 0.5875850
## 89 2008-03-12 7.688913 0 0.0313871077 0.5985105
## 90 2008-03-13 7.477038 0 0.0317246034 0.5820180
## 91 2008-03-14 7.358831 0 0.0320620992 0.5728167
## 92 2008-03-15 7.032624 0 0.0323995950 0.5474245
## 93 2008-03-16 7.118016 0 0.0327370908 0.5540715
## 94 2008-03-17 7.349874 0 0.0330745866 0.5721194
## 95 2008-03-18 7.326466 0 0.0334120823 0.5702973
## 96 2008-03-19 7.363914 0 0.0337495781 0.5732123
## 97 2008-03-20 7.277939 0 0.0340870739 0.5665200
## 98 2008-03-21 7.251345 0 0.0344245697 0.5644499
## 99 2008-03-22 7.002156 0 0.0347620655 0.5450528
## 100 2008-03-23 7.163947 0 0.0350995613 0.5576468
## 101 2008-03-24 7.759187 0 0.0354370570 0.6039807
## 102 2008-03-25 7.518607 0 0.0357745528 0.5852538
## 103 2008-03-26 7.413970 0 0.0361120486 0.5771088
## 104 2008-03-27 7.442493 0 0.0364495444 0.5793290
## 105 2008-03-28 7.228388 0 0.0367870402 0.5626629
## 106 2008-03-29 6.991177 0 0.0371245359 0.5441982
## 107 2008-03-30 7.211557 0 0.0374620317 0.5613528
## 108 2008-03-31 7.311218 0 0.0377995275 0.5691105
## 109 2008-04-01 7.349231 0 0.0381370233 0.5720694
## 110 2008-04-02 7.514255 0 0.0384745191 0.5849150
## 111 2008-04-03 7.393263 0 0.0388120148 0.5754969
## 112 2008-04-04 7.286192 0 0.0391495106 0.5671624
## 113 2008-04-05 7.273093 0 0.0394870064 0.5661427
## 114 2008-04-06 7.168580 0 0.0398245022 0.5580074
## 115 2008-04-07 7.611348 0 0.0401619980 0.5924728
## 116 2008-04-08 7.617760 0 0.0404994938 0.5929719
## 117 2008-04-09 7.425954 0 0.0408369895 0.5780416
## 118 2008-04-10 8.182000 0 0.0411744853 0.6368928
## 119 2008-04-11 7.399398 0 0.0415119811 0.5759745
## 120 2008-04-12 7.106606 0 0.0418494769 0.5531833
## 121 2008-04-13 7.080868 0 0.0421869727 0.5511798
## 122 2008-04-14 7.421178 0 0.0425244684 0.5776698
## 123 2008-04-15 7.491645 0 0.0428619642 0.5831551
## 124 2008-04-16 7.385851 0 0.0431994600 0.5749199
## 125 2008-04-17 7.682943 0 0.0435369558 0.5980458
## 126 2008-04-18 7.688913 0 0.0438744516 0.5985105
## 127 2008-04-19 7.259116 0 0.0442119474 0.5650548
## 128 2008-04-20 8.144969 0 0.0445494431 0.6340103
## 129 2008-04-21 8.713911 0 0.0448869389 0.6782971
## 130 2008-04-22 8.091015 0 0.0452244347 0.6298104
## 131 2008-04-23 7.840313 0 0.0455619305 0.6102956
## 132 2008-04-24 7.648740 0 0.0458994263 0.5953834
## 133 2008-04-25 8.020928 0 0.0462369220 0.6243548
## 134 2008-04-26 7.830028 0 0.0465744178 0.6094950
## 135 2008-04-27 7.727535 0 0.0469119136 0.6015169
## 136 2008-04-28 7.835975 0 0.0472494094 0.6099579
## 137 2008-04-29 7.626570 0 0.0475869052 0.5936577
## 138 2008-04-30 7.644441 0 0.0479244009 0.5950488
## 139 2008-05-01 7.548556 0 0.0482618967 0.5875850
## 140 2008-05-02 7.440734 0 0.0485993925 0.5791921
## 141 2008-05-03 7.073270 0 0.0489368883 0.5505884
## 142 2008-05-04 7.026427 0 0.0492743841 0.5469421
## 143 2008-05-05 7.392032 0 0.0496118799 0.5754010
## 144 2008-05-06 7.293018 0 0.0499493756 0.5676937
## 145 2008-05-07 7.361375 0 0.0502868714 0.5730147
## 146 2008-05-08 7.512618 0 0.0506243672 0.5847875
## 147 2008-05-09 7.460490 0 0.0509618630 0.5807299
## 148 2008-05-10 7.114769 0 0.0512993588 0.5538188
## 149 2008-05-11 7.125283 0 0.0516368545 0.5546372
## 150 2008-05-12 7.455877 0 0.0519743503 0.5803708
## 151 2008-05-13 7.317212 0 0.0523118461 0.5695771
## 152 2008-05-14 7.410347 0 0.0526493419 0.5768267
## 153 2008-05-15 7.402452 0 0.0529868377 0.5762121
## 154 2008-05-16 7.294377 0 0.0533243334 0.5677996
## 155 2008-05-17 6.989335 0 0.0536618292 0.5440549
## 156 2008-05-18 6.993015 0 0.0539993250 0.5443413
## 157 2008-05-19 7.431300 0 0.0543368208 0.5784577
## 158 2008-05-20 7.362011 0 0.0546743166 0.5730642
## 159 2008-05-21 7.454720 0 0.0550118124 0.5802808
## 160 2008-05-22 7.368340 0 0.0553493081 0.5735569
## 161 2008-05-23 7.143618 0 0.0556868039 0.5560643
## 162 2008-05-24 6.835185 0 0.0560242997 0.5320557
## 163 2008-05-25 6.890609 0 0.0563617955 0.5363700
## 164 2008-05-26 6.974479 0 0.0566992913 0.5428984
## 165 2008-05-27 7.266129 0 0.0570367870 0.5656007
## 166 2008-05-28 7.270313 0 0.0573742828 0.5659264
## 167 2008-05-29 7.265430 0 0.0577117786 0.5655463
## 168 2008-05-30 7.157735 0 0.0580492744 0.5571633
## 169 2008-05-31 6.865891 0 0.0583867702 0.5344459
## 170 2008-06-03 7.153834 0 0.0593992575 0.5568596
## 171 2008-06-04 7.216709 0 0.0597367533 0.5617538
## 172 2008-06-05 7.201916 0 0.0600742491 0.5606023
## 173 2008-06-06 7.212294 0 0.0604117449 0.5614102
## 174 2008-06-07 7.186144 0 0.0607492406 0.5593746
## 175 2008-06-08 6.820016 0 0.0610867364 0.5308750
## 176 2008-06-09 6.882437 0 0.0614242322 0.5357339
## 177 2008-06-10 7.183112 0 0.0617617280 0.5591386
## 178 2008-06-11 7.242798 0 0.0620992238 0.5637846
## 179 2008-06-12 7.192934 0 0.0624367195 0.5599032
## 180 2008-06-13 7.183871 0 0.0627742153 0.5591977
## 181 2008-06-14 6.970730 0 0.0631117111 0.5426066
## 182 2008-06-15 6.917706 0 0.0634492069 0.5384792
## 183 2008-06-16 7.222566 0 0.0637867027 0.5622097
## 184 2008-06-17 7.356918 0 0.0641241984 0.5726678
## 185 2008-06-18 7.242798 0 0.0644616942 0.5637846
## 186 2008-06-19 7.223296 0 0.0647991900 0.5622665
## 187 2008-06-20 7.163172 0 0.0651366858 0.5575865
## 188 2008-06-21 7.241366 0 0.0654741816 0.5636731
## 189 2008-06-22 6.986566 0 0.0658116774 0.5438393
## 190 2008-06-23 6.963190 0 0.0661491731 0.5420197
## 191 2008-06-24 7.250636 0 0.0664866689 0.5643947
## 192 2008-06-25 7.160846 0 0.0668241647 0.5574054
## 193 2008-06-26 7.132498 0 0.0671616605 0.5551987
## 194 2008-06-27 7.091742 0 0.0674991563 0.5520263
## 195 2008-06-28 7.012115 0 0.0678366520 0.5458281
## 196 2008-06-29 6.857514 0 0.0681741478 0.5337938
## 197 2008-06-30 6.827629 0 0.0685116436 0.5314676
## 198 2008-07-02 7.130099 0 0.0691866352 0.5550120
## 199 2008-07-03 7.277248 0 0.0695241309 0.5664662
## 200 2008-07-04 7.038784 0 0.0698616267 0.5479040
## 201 2008-07-05 6.890609 0 0.0701991225 0.5363700
## 202 2008-07-06 6.957497 0 0.0705366183 0.5415766
## 203 2008-07-07 7.295735 0 0.0708741141 0.5679053
## 204 2008-07-08 7.497207 0 0.0712116099 0.5835880
## 205 2008-07-09 7.310550 0 0.0715491056 0.5690585
## 206 2008-07-10 7.204893 0 0.0718866014 0.5608340
## 207 2008-07-11 7.222566 0 0.0722240972 0.5622097
## 208 2008-07-12 7.257708 0 0.0725615930 0.5649452
## 209 2008-08-01 7.425954 0 0.0793115086 0.5780416
## 210 2008-08-02 7.117206 0 0.0796490044 0.5540084
## 211 2008-08-03 7.249926 0 0.0799865002 0.5643394
## 212 2008-08-04 8.276903 0 0.0803239960 0.6442801
## 213 2008-08-05 7.606387 0 0.0806614917 0.5920867
## 214 2008-08-06 7.643962 0 0.0809989875 0.5950115
## 215 2008-08-07 8.012350 0 0.0813364833 0.6236870
## 216 2008-08-08 7.930206 0 0.0816739791 0.6172929
## 217 2008-08-09 7.508787 0 0.0820114749 0.5844894
## 218 2008-08-10 7.521318 0 0.0823489706 0.5854648
## 219 2008-08-11 7.589842 0 0.0826864664 0.5907987
## 220 2008-08-12 7.500529 0 0.0830239622 0.5838466
## 221 2008-08-13 7.370231 0 0.0833614580 0.5737040
## 222 2008-08-14 7.385231 0 0.0836989538 0.5748717
## 223 2008-08-15 7.302496 0 0.0840364495 0.5684316
## 224 2008-08-16 7.275172 0 0.0843739453 0.5663046
## 225 2008-08-17 7.392032 0 0.0847114411 0.5754010
## 226 2008-08-18 7.516977 0 0.0850489369 0.5851269
## 227 2008-08-19 7.909122 0 0.0853864327 0.6156517
## 228 2008-08-20 7.723120 0 0.0857239285 0.6011732
## 229 2008-08-21 7.670429 0 0.0860614242 0.5970717
## 230 2008-08-22 7.629004 0 0.0863989200 0.5938471
## 231 2008-08-23 7.430707 0 0.0867364158 0.5784116
## 232 2008-08-24 7.579679 0 0.0870739116 0.5900076
## 233 2008-08-25 7.948385 0 0.0874114074 0.6187080
## 234 2008-08-26 7.795647 0 0.0877489031 0.6068187
## 235 2008-08-27 8.007367 0 0.0880863989 0.6232992
## 236 2008-08-28 7.790696 0 0.0884238947 0.6064334
## 237 2008-08-29 7.832808 0 0.0887613905 0.6097114
## 238 2008-08-30 7.514800 0 0.0890988863 0.5849574
## 239 2008-08-31 7.627544 0 0.0894363820 0.5937335
## 240 2008-09-01 7.855157 0 0.0897738778 0.6114511
## 241 2008-09-02 7.964851 0 0.0901113736 0.6199897
## 242 2008-09-03 7.745868 0 0.0904488694 0.6029439
## 243 2008-09-04 8.080856 0 0.0907863652 0.6290197
## 244 2008-09-05 8.259976 0 0.0911238610 0.6429624
## 245 2008-09-06 7.769801 0 0.0914613567 0.6048069
## 246 2008-09-07 8.177516 0 0.0917988525 0.6365437
## 247 2008-09-08 9.281730 0 0.0921363483 0.7224966
## 248 2008-09-09 8.338545 0 0.0924738441 0.6490783
## 249 2008-09-10 7.830426 0 0.0928113399 0.6095260
## 250 2008-09-11 7.808729 0 0.0931488356 0.6078371
## 251 2008-09-12 7.816820 0 0.0934863314 0.6084669
## 252 2008-09-13 7.554859 0 0.0938238272 0.5880756
## 253 2008-09-14 8.555067 0 0.0941613230 0.6659325
## 254 2008-09-15 8.207947 0 0.0944988188 0.6389125
## 255 2008-09-16 8.083637 0 0.0948363145 0.6292361
## 256 2008-09-17 7.791110 0 0.0951738103 0.6064656
## 257 2008-09-18 7.670895 0 0.0955113061 0.5971080
## 258 2008-09-19 7.640123 0 0.0958488019 0.5947127
## 259 2008-09-20 7.550135 0 0.0961862977 0.5877080
## 260 2008-09-21 8.249314 0 0.0965237935 0.6421325
## 261 2008-09-22 8.304000 0 0.0968612892 0.6463893
## 262 2008-09-23 8.126814 0 0.0971987850 0.6325970
## 263 2008-09-24 7.706163 0 0.0975362808 0.5998533
## 264 2008-09-25 7.663877 0 0.0978737766 0.5965617
## 265 2008-09-26 7.526718 0 0.0982112724 0.5858851
## 266 2008-09-27 7.925880 0 0.0985487681 0.6169562
## 267 2008-09-28 7.921536 0 0.0988862639 0.6166180
## 268 2008-09-29 8.033983 0 0.0992237597 0.6253710
## 269 2008-09-30 7.725771 0 0.0995612555 0.6013796
## 270 2008-10-01 7.694393 0 0.0998987513 0.5989371
## 271 2008-10-02 7.449498 0 0.1002362470 0.5798743
## 272 2008-10-03 7.391415 0 0.1005737428 0.5753531
## 273 2008-10-04 7.346010 0 0.1009112386 0.5718187
## 274 2008-10-05 8.101375 0 0.1012487344 0.6306168
## 275 2008-10-06 8.156510 0 0.1015862302 0.6349086
## 276 2008-10-07 7.971086 0 0.1019237260 0.6204750
## 277 2008-10-08 7.872836 0 0.1022612217 0.6128272
## 278 2008-10-09 7.635304 0 0.1025987175 0.5943375
## 279 2008-10-10 7.587817 0 0.1029362133 0.5906411
## 280 2008-10-11 7.342132 0 0.1032737091 0.5715168
## 281 2008-10-12 8.177516 0 0.1036112049 0.6365437
## 282 2008-10-13 8.340933 0 0.1039487006 0.6492642
## 283 2008-10-14 8.476580 0 0.1042861964 0.6598230
## 284 2008-10-15 7.873598 0 0.1046236922 0.6128865
## 285 2008-10-16 7.717351 0 0.1049611880 0.6007242
## 286 2008-10-17 7.490529 0 0.1052986838 0.5830682
## 287 2008-10-18 7.375882 0 0.1056361795 0.5741440
## 288 2008-10-19 8.075583 0 0.1059736753 0.6286091
## 289 2008-10-20 8.165364 0 0.1063111711 0.6355978
## 290 2008-10-23 7.585281 0 0.1073236585 0.5904437
## 291 2008-10-24 7.607381 0 0.1076611542 0.5921640
## 292 2008-10-25 7.267525 0 0.1079986500 0.5657094
## 293 2008-10-26 8.040125 0 0.1083361458 0.6258491
## 294 2008-10-27 8.109225 0 0.1086736416 0.6312279
## 295 2008-10-28 8.806873 0 0.1090111374 0.6855333
## 296 2008-10-29 7.747165 0 0.1093486331 0.6030449
## 297 2008-10-30 7.480992 0 0.1096861289 0.5823258
## 298 2008-10-31 7.346655 0 0.1100236247 0.5718689
## 299 2008-11-01 7.247081 0 0.1103611205 0.5641180
## 300 2008-11-02 7.938089 0 0.1106986163 0.6179065
## 301 2008-11-03 9.035630 0 0.1110361120 0.7033399
## 302 2008-11-04 8.041091 0 0.1113736078 0.6259243
## 303 2008-11-05 7.406103 0 0.1117111036 0.5764964
## 304 2008-11-06 7.973844 0 0.1120485994 0.6206898
## 305 2008-11-07 7.768110 0 0.1123860952 0.6046753
## 306 2008-11-08 7.471363 0 0.1127235910 0.5815763
## 307 2008-11-09 8.030084 0 0.1130610867 0.6250675
## 308 2008-11-10 8.729397 0 0.1133985825 0.6795025
## 309 2008-11-11 7.937017 0 0.1137360783 0.6178231
## 310 2008-11-12 7.665285 0 0.1140735741 0.5966713
## 311 2008-11-13 7.580189 0 0.1144110699 0.5900474
## 312 2008-11-14 7.710653 0 0.1147485656 0.6002028
## 313 2008-11-15 7.261225 0 0.1150860614 0.5652190
## 314 2008-11-16 8.046549 0 0.1154235572 0.6263492
## 315 2008-11-17 8.093462 0 0.1157610530 0.6300009
## 316 2008-11-18 7.767264 0 0.1160985488 0.6046094
## 317 2008-11-19 7.496652 0 0.1164360445 0.5835448
## 318 2008-11-20 7.552237 0 0.1167735403 0.5878716
## 319 2008-11-21 7.497207 0 0.1171110361 0.5835880
## 320 2008-11-22 7.312553 0 0.1174485319 0.5692144
## 321 2008-11-23 7.938802 0 0.1177860277 0.6179621
## 322 2008-11-24 9.058703 0 0.1181235235 0.7051360
## 323 2008-11-25 8.194229 0 0.1184610192 0.6378447
## 324 2008-11-26 7.519150 0 0.1187985150 0.5852960
## 325 2008-11-27 7.551187 0 0.1191360108 0.5877898
## 326 2008-11-28 7.713785 0 0.1194735066 0.6004465
## 327 2008-11-29 7.605890 0 0.1198110024 0.5920479
## 328 2008-11-30 8.499029 0 0.1201484981 0.6615705
## 329 2008-12-01 8.291797 0 0.1204859939 0.6454394
## 330 2008-12-02 7.894691 0 0.1208234897 0.6145284
## 331 2008-12-03 7.790282 0 0.1211609855 0.6064012
## 332 2008-12-04 7.655391 0 0.1214984813 0.5959011
## 333 2008-12-05 7.610358 0 0.1218359771 0.5923957
## 334 2008-12-06 7.531016 0 0.1221734728 0.5862197
## 335 2008-12-07 8.231376 0 0.1225109686 0.6407362
## 336 2008-12-08 8.006701 0 0.1228484644 0.6232473
## 337 2008-12-09 7.858641 0 0.1231859602 0.6117222
## 338 2008-12-10 7.697121 0 0.1235234560 0.5991494
## 339 2008-12-11 7.595890 0 0.1238609517 0.5912695
## 340 2008-12-12 7.735870 0 0.1241984475 0.6021657
## 341 2008-12-13 7.351158 0 0.1245359433 0.5722194
## 342 2008-12-14 8.031385 0 0.1248734391 0.6251688
## 343 2008-12-15 8.394347 0 0.1252109349 0.6534220
## 344 2008-12-16 7.823646 0 0.1255484306 0.6089982
## 345 2008-12-17 8.086718 0 0.1258859264 0.6294759
## 346 2008-12-18 7.771489 0 0.1262234222 0.6049383
## 347 2008-12-19 8.688959 0 0.1265609180 0.6763548
## 348 2008-12-20 7.747165 0 0.1268984138 0.6030449
## 349 2008-12-21 7.960673 0 0.1272359096 0.6196645
## 350 2008-12-22 8.624612 0 0.1275734053 0.6713460
## 351 2008-12-23 7.996654 0 0.1279109011 0.6224653
## 352 2008-12-24 7.620705 0 0.1282483969 0.5932012
## 353 2008-12-25 7.431892 0 0.1285858927 0.5785038
## 354 2008-12-26 7.462789 0 0.1289233885 0.5809089
## 355 2008-12-27 7.448916 0 0.1292608842 0.5798290
## 356 2008-12-28 8.251403 0 0.1295983800 0.6422951
## 357 2008-12-29 8.555259 0 0.1299358758 0.6659475
## 358 2008-12-30 8.315811 0 0.1302733716 0.6473087
## 359 2008-12-31 8.309923 0 0.1306108674 0.6468504
## 360 2009-01-01 7.758761 0 0.1309483631 0.6039475
## 361 2009-01-02 8.808220 0 0.1312858589 0.6856381
## 362 2009-01-03 9.121946 0 0.1316233547 0.7100588
## 363 2009-01-04 10.153818 0 0.1319608505 0.7903805
## 364 2009-01-05 9.267854 0 0.1322983463 0.7214164
## 365 2009-01-06 8.434246 0 0.1326358421 0.6565278
## 366 2009-01-07 8.137688 0 0.1329733378 0.6334435
## 367 2009-01-08 8.044947 0 0.1333108336 0.6262245
## 368 2009-01-09 8.228978 0 0.1336483294 0.6405495
## 369 2009-01-10 8.141190 0 0.1339858252 0.6337161
## 370 2009-01-11 9.215626 0 0.1343233210 0.7173510
## 371 2009-01-12 8.732788 0 0.1346608167 0.6797665
## 372 2009-01-13 8.510169 0 0.1349983125 0.6624376
## 373 2009-01-14 8.104099 0 0.1353358083 0.6308289
## 374 2009-01-15 7.950150 0 0.1356733041 0.6188454
## 375 2009-01-16 7.852050 0 0.1360107999 0.6112092
## 376 2009-01-17 7.656337 0 0.1363482956 0.5959748
## 377 2009-01-18 8.044305 0 0.1366857914 0.6261745
## 378 2009-01-19 8.801018 0 0.1370232872 0.6850775
## 379 2009-01-20 7.829630 0 0.1373607830 0.6094641
## 380 2009-01-21 7.777374 0 0.1376982788 0.6053963
## 381 2009-01-22 7.935230 0 0.1380357746 0.6176840
## 382 2009-01-23 7.672292 0 0.1383732703 0.5972168
## 383 2009-01-24 7.388328 0 0.1387107661 0.5751127
## 384 2009-01-25 7.511525 0 0.1390482619 0.5847025
## 385 2009-01-26 7.663408 0 0.1393857577 0.5965252
## 386 2009-01-27 7.789455 0 0.1397232535 0.6063367
## 387 2009-01-28 7.807917 0 0.1400607492 0.6077738
## 388 2009-01-29 7.824846 0 0.1403982450 0.6090916
## 389 2009-01-30 7.906547 0 0.1407357408 0.6154513
## 390 2009-01-31 7.702104 0 0.1410732366 0.5995373
## 391 2009-02-01 8.477620 0 0.1414107324 0.6599041
## 392 2009-02-02 9.149528 0 0.1417482281 0.7122058
## 393 2009-02-03 8.062118 0 0.1420857239 0.6275610
## 394 2009-02-04 8.066521 0 0.1424232197 0.6279038
## 395 2009-02-05 8.059592 0 0.1427607155 0.6273645
## 396 2009-02-06 8.049427 0 0.1430982113 0.6265732
## 397 2009-02-07 7.762171 0 0.1434357071 0.6042129
## 398 2009-02-08 8.097731 0 0.1437732028 0.6303332
## 399 2009-02-09 8.018296 0 0.1441106986 0.6241499
## 400 2009-02-10 7.616776 0 0.1444481944 0.5928953
## 401 2009-02-11 7.842671 0 0.1447856902 0.6104792
## 402 2009-02-12 7.768533 0 0.1451231860 0.6047082
## 403 2009-02-13 7.530480 0 0.1454606817 0.5861780
## 404 2009-02-14 7.332369 0 0.1457981775 0.5707569
## 405 2009-02-15 7.224025 0 0.1461356733 0.5623233
## 406 2009-02-16 7.416378 0 0.1464731691 0.5772962
## 407 2009-02-17 7.427144 0 0.1468106649 0.5781342
## 408 2009-02-18 7.397562 0 0.1471481606 0.5758315
## 409 2009-02-19 7.495542 0 0.1474856564 0.5834584
## 410 2009-02-20 7.399398 0 0.1478231522 0.5759745
## 411 2009-02-21 7.008505 0 0.1481606480 0.5455471
## 412 2009-02-22 7.118016 0 0.1484981438 0.5540715
## 413 2009-02-23 7.483807 0 0.1488356396 0.5825449
## 414 2009-02-24 7.571474 0 0.1491731353 0.5893689
## 415 2009-02-25 7.648263 0 0.1495106311 0.5953463
## 416 2009-02-26 7.474205 0 0.1498481269 0.5817975
## 417 2009-02-27 7.472501 0 0.1501856227 0.5816648
## 418 2009-02-28 7.211557 0 0.1505231185 0.5613528
## 419 2009-03-01 7.343426 0 0.1508606142 0.5716176
## 420 2009-03-02 7.482119 0 0.1511981100 0.5824135
## 421 2009-03-03 7.410952 0 0.1515356058 0.5768738
## 422 2009-03-04 7.403061 0 0.1518731016 0.5762596
## 423 2009-03-05 7.452982 0 0.1522105974 0.5801455
## 424 2009-03-06 7.423568 0 0.1525480931 0.5778559
## 425 2009-03-07 7.085064 0 0.1528855889 0.5515065
## 426 2009-03-08 7.210818 0 0.1532230847 0.5612953
## 427 2009-03-09 7.356280 0 0.1535605805 0.5726181
## 428 2009-03-10 7.304516 0 0.1538980763 0.5685888
## 429 2009-03-11 7.465655 0 0.1542355721 0.5811320
## 430 2009-03-12 7.869019 0 0.1545730678 0.6125301
## 431 2009-03-13 7.248504 0 0.1549105636 0.5642288
## 432 2009-03-14 7.078342 0 0.1552480594 0.5509832
## 433 2009-03-15 7.221105 0 0.1555855552 0.5620960
## 434 2009-03-16 7.334329 0 0.1559230510 0.5709095
## 435 2009-03-17 7.292337 0 0.1562605467 0.5676408
## 436 2009-03-18 7.299121 0 0.1565980425 0.5681689
## 437 2009-03-19 7.283448 0 0.1569355383 0.5669488
## 438 2009-03-20 7.301822 0 0.1572730341 0.5683791
## 439 2009-03-21 7.062192 0 0.1576105299 0.5497261
## 440 2009-03-22 7.181592 0 0.1579480256 0.5590203
## 441 2009-03-23 7.505492 0 0.1582855214 0.5842329
## 442 2009-03-24 7.874739 0 0.1586230172 0.6129753
## 443 2009-03-25 7.578657 0 0.1589605130 0.5899281
## 444 2009-03-26 7.367077 0 0.1592980088 0.5734586
## 445 2009-03-27 7.257003 0 0.1596355046 0.5648903
## 446 2009-03-28 7.056175 0 0.1599730003 0.5492577
## 447 2009-03-29 7.502738 0 0.1603104961 0.5840185
## 448 2009-03-30 7.443078 0 0.1606479919 0.5793746
## 449 2009-03-31 7.481556 0 0.1609854877 0.5823697
## 450 2009-04-01 7.482119 0 0.1613229835 0.5824135
## 451 2009-04-02 7.519150 0 0.1616604792 0.5852960
## 452 2009-04-03 7.659643 0 0.1619979750 0.5962321
## 453 2009-04-04 7.244228 0 0.1623354708 0.5638959
## 454 2009-04-05 7.232733 0 0.1626729666 0.5630011
## 455 2009-04-06 7.342132 0 0.1630104624 0.5715168
## 456 2009-04-07 7.421178 0 0.1633479582 0.5776698
## 457 2009-04-08 7.492203 0 0.1636854539 0.5831985
## 458 2009-04-09 7.315218 0 0.1640229497 0.5694219
## 459 2009-04-10 7.141245 0 0.1643604455 0.5558796
## 460 2009-04-11 7.009409 0 0.1646979413 0.5456174
## 461 2009-04-12 7.087574 0 0.1650354371 0.5517018
## 462 2009-04-13 7.304516 0 0.1653729328 0.5685888
## 463 2009-04-14 7.374629 0 0.1657104286 0.5740464
## 464 2009-04-15 7.512618 0 0.1660479244 0.5847875
## 465 2009-04-16 7.517521 0 0.1663854202 0.5851692
## 466 2009-04-17 7.374002 0 0.1667229160 0.5739976
## 467 2009-04-18 7.141245 0 0.1670604117 0.5558796
## 468 2009-04-19 7.161622 0 0.1673979075 0.5574658
## 469 2009-04-20 7.484930 0 0.1677354033 0.5826323
## 470 2009-04-21 7.512618 0 0.1680728991 0.5847875
## 471 2009-04-22 7.444833 0 0.1684103949 0.5795112
## 472 2009-04-23 7.474205 0 0.1687478907 0.5817975
## 473 2009-04-24 7.671827 0 0.1690853864 0.5971805
## 474 2009-04-25 7.842279 0 0.1694228822 0.6104486
## 475 2009-04-26 7.924072 0 0.1697603780 0.6168155
## 476 2009-04-27 7.828436 0 0.1700978738 0.6093711
## 477 2009-04-28 7.586804 0 0.1704353696 0.5905622
## 478 2009-04-29 7.629976 0 0.1707728653 0.5939228
## 479 2009-04-30 7.709757 0 0.1711103611 0.6001330
## 480 2009-05-01 7.526718 0 0.1714478569 0.5858851
## 481 2009-05-02 7.193686 0 0.1717853527 0.5599617
## 482 2009-05-03 7.257708 0 0.1721228485 0.5649452
## 483 2009-05-04 7.454141 0 0.1724603442 0.5802357
## 484 2009-05-05 7.481556 0 0.1727978400 0.5823697
## 485 2009-05-06 7.559038 0 0.1731353358 0.5884010
## 486 2009-05-07 7.444833 0 0.1734728316 0.5795112
## 487 2009-05-08 7.337588 0 0.1738103274 0.5711631
## 488 2009-05-09 7.135687 0 0.1741478232 0.5554470
## 489 2009-05-10 7.085064 0 0.1744853189 0.5515065
## 490 2009-05-11 7.272398 0 0.1748228147 0.5660887
## 491 2009-05-12 7.510978 0 0.1751603105 0.5846599
## 492 2009-05-13 7.498870 0 0.1754978063 0.5837174
## 493 2009-05-14 7.444249 0 0.1758353021 0.5794657
## 494 2009-05-15 7.403061 0 0.1761727978 0.5762596
## 495 2009-05-16 6.916715 0 0.1765102936 0.5384021
## 496 2009-05-17 6.977281 0 0.1768477894 0.5431166
## 497 2009-05-18 7.482682 0 0.1771852852 0.5824573
## 498 2009-05-19 7.413970 0 0.1775227810 0.5771088
## 499 2009-05-20 7.372118 0 0.1778602767 0.5738510
## 500 2009-05-21 7.333676 0 0.1781977725 0.5708586
## 501 2009-05-22 7.395108 0 0.1785352683 0.5756405
## 502 2009-05-23 7.036148 0 0.1788727641 0.5476988
## 503 2009-05-24 6.874198 0 0.1792102599 0.5350925
## 504 2009-05-25 6.984716 0 0.1795477557 0.5436953
## 505 2009-05-26 7.455877 0 0.1798852514 0.5803708
## 506 2009-05-27 7.494986 0 0.1802227472 0.5834151
## 507 2009-05-28 7.331060 0 0.1805602430 0.5706550
## 508 2009-05-29 7.104965 0 0.1808977388 0.5530556
## 509 2009-05-30 6.993933 0 0.1812352346 0.5444128
## 510 2009-05-31 6.930495 0 0.1815727303 0.5394747
## 511 2009-06-01 7.218177 0 0.1819102261 0.5618681
## 512 2009-06-02 7.475906 0 0.1822477219 0.5819299
## 513 2009-06-03 7.364547 0 0.1825852177 0.5732616
## 514 2009-06-04 7.239933 0 0.1829227135 0.5635616
## 515 2009-06-05 7.309212 0 0.1832602092 0.5689543
## 516 2009-06-06 7.138867 0 0.1835977050 0.5556945
## 517 2009-06-07 6.972606 0 0.1839352008 0.5427527
## 518 2009-06-08 7.188413 0 0.1842726966 0.5595512
## 519 2009-06-09 7.334982 0 0.1846101924 0.5709603
## 520 2009-06-10 7.334329 0 0.1849476882 0.5709095
## 521 2009-06-11 7.432484 0 0.1852851839 0.5785499
## 522 2009-06-12 7.391415 0 0.1856226797 0.5753531
## 523 2009-06-13 6.961296 0 0.1859601755 0.5418723
## 524 2009-06-14 7.021976 0 0.1862976713 0.5465957
## 525 2009-06-15 7.213768 0 0.1866351671 0.5615249
## 526 2009-06-16 7.509883 0 0.1869726628 0.5845747
## 527 2009-06-17 7.328437 0 0.1873101586 0.5704508
## 528 2009-06-18 7.496652 0 0.1876476544 0.5835448
## 529 2009-06-19 7.200425 0 0.1879851502 0.5604862
## 530 2009-06-20 7.084226 0 0.1883226460 0.5514413
## 531 2009-06-21 7.149132 0 0.1886601417 0.5564935
## 532 2009-06-22 7.256297 0 0.1889976375 0.5648354
## 533 2009-06-23 7.198184 0 0.1893351333 0.5603118
## 534 2009-06-24 7.288928 0 0.1896726291 0.5673754
## 535 2009-06-25 7.128496 0 0.1900101249 0.5548872
## 536 2009-06-26 7.082549 0 0.1903476207 0.5513107
## 537 2009-06-27 6.822197 0 0.1906851164 0.5310447
## 538 2009-06-28 6.947937 0 0.1910226122 0.5408324
## 539 2009-06-29 7.112327 0 0.1913601080 0.5536287
## 540 2009-06-30 7.199678 0 0.1916976038 0.5604281
## 541 2009-07-01 7.317212 0 0.1920350996 0.5695771
## 542 2009-07-02 7.098376 0 0.1923725953 0.5525427
## 543 2009-07-03 7.044905 0 0.1927100911 0.5483805
## 544 2009-07-04 7.304516 0 0.1930475869 0.5685888
## 545 2009-07-05 7.793587 0 0.1933850827 0.6066584
## 546 2009-07-06 7.805475 0 0.1937225785 0.6075837
## 547 2009-07-07 7.483244 0 0.1940600742 0.5825011
## 548 2009-07-08 7.356918 0 0.1943975700 0.5726678
## 549 2009-07-09 7.507141 0 0.1947350658 0.5843613
## 550 2009-07-10 7.375256 0 0.1950725616 0.5740952
## 551 2009-07-11 7.196687 0 0.1954100574 0.5601952
## 552 2009-07-12 7.223296 0 0.1957475532 0.5622665
## 553 2009-07-13 7.352441 0 0.1960850489 0.5723193
## 554 2009-07-14 7.317212 0 0.1964225447 0.5695771
## 555 2009-07-15 7.444249 0 0.1967600405 0.5794657
## 556 2009-07-16 7.355641 0 0.1970975363 0.5725684
## 557 2009-07-17 7.324490 0 0.1974350321 0.5701436
## 558 2009-07-18 7.214504 0 0.1977725278 0.5615822
## 559 2009-07-19 7.284135 0 0.1981100236 0.5670023
## 560 2009-07-20 7.540090 0 0.1984475194 0.5869260
## 561 2009-07-21 7.474772 0 0.1987850152 0.5818416
## 562 2009-07-22 7.829233 0 0.1991225110 0.6094331
## 563 2009-07-23 7.681099 0 0.1994600067 0.5979023
## 564 2009-07-24 7.729735 0 0.1997975025 0.6016881
## 565 2009-07-25 7.303170 0 0.2001349983 0.5684840
## 566 2009-07-26 7.282074 0 0.2004724941 0.5668418
## 567 2009-07-27 7.485492 0 0.2008099899 0.5826760
## 568 2009-07-28 7.618742 0 0.2011474857 0.5930484
## 569 2009-07-29 7.693937 0 0.2014849814 0.5989016
## 570 2009-07-30 7.539559 0 0.2018224772 0.5868847
## 571 2009-07-31 7.438384 0 0.2021599730 0.5790091
## 572 2009-08-01 7.273786 0 0.2024974688 0.5661967
## 573 2009-08-02 7.355641 0 0.2028349646 0.5725684
## 574 2009-08-03 7.658228 0 0.2031724603 0.5961219
## 575 2009-08-04 7.843456 0 0.2035099561 0.6105403
## 576 2009-08-05 8.368461 0 0.2038474519 0.6514070
## 577 2009-08-06 8.172164 0 0.2041849477 0.6361271
## 578 2009-08-07 7.811568 0 0.2045224435 0.6080581
## 579 2009-08-08 7.575072 0 0.2048599393 0.5896490
## 580 2009-08-09 7.658700 0 0.2051974350 0.5961587
## 581 2009-08-10 7.866339 0 0.2055349308 0.6123215
## 582 2009-08-11 7.781139 0 0.2058724266 0.6056894
## 583 2009-08-12 7.754910 0 0.2062099224 0.6036478
## 584 2009-08-13 7.708860 0 0.2065474182 0.6000632
## 585 2009-08-14 8.207129 0 0.2068849139 0.6388488
## 586 2009-08-15 7.711549 0 0.2072224097 0.6002725
## 587 2009-08-16 7.734559 0 0.2075599055 0.6020636
## 588 2009-08-17 7.967627 0 0.2078974013 0.6202058
## 589 2009-08-18 8.403801 0 0.2082348971 0.6541579
## 590 2009-08-19 8.292799 0 0.2085723928 0.6455174
## 591 2009-08-20 7.985484 0 0.2089098886 0.6215958
## 592 2009-08-21 8.671801 0 0.2092473844 0.6750192
## 593 2009-08-22 7.782390 0 0.2095848802 0.6057869
## 594 2009-08-23 7.786967 0 0.2099223760 0.6061431
## 595 2009-08-24 7.946618 0 0.2102598718 0.6185704
## 596 2009-08-25 8.173575 0 0.2105973675 0.6362370
## 597 2009-08-26 7.809541 0 0.2109348633 0.6079003
## 598 2009-08-27 7.803027 0 0.2112723591 0.6073932
## 599 2009-08-28 8.051341 0 0.2116098549 0.6267222
## 600 2009-08-29 7.973155 0 0.2119473507 0.6206361
## 601 2009-08-30 7.869019 0 0.2122848464 0.6125301
## 602 2009-08-31 8.162516 0 0.2126223422 0.6353761
## 603 2009-09-01 8.040125 0 0.2129598380 0.6258491
## 604 2009-09-02 7.963460 0 0.2132973338 0.6198814
## 605 2009-09-03 7.838343 0 0.2136348296 0.6101423
## 606 2009-09-04 7.913155 0 0.2139723253 0.6159657
## 607 2009-09-05 7.953318 0 0.2143098211 0.6190920
## 608 2009-09-06 8.076205 0 0.2146473169 0.6286576
## 609 2009-09-07 7.982416 0 0.2149848127 0.6213570
## 610 2009-09-08 8.128585 0 0.2153223085 0.6327349
## 611 2009-09-09 7.954723 0 0.2156598043 0.6192014
## 612 2009-09-10 8.110127 0 0.2159973000 0.6312981
## 613 2009-09-11 8.213653 0 0.2163347958 0.6393566
## 614 2009-09-12 8.046870 0 0.2166722916 0.6263741
## 615 2009-09-13 8.924257 0 0.2170097874 0.6946706
## 616 2009-09-14 8.617220 0 0.2173472832 0.6707706
## 617 2009-09-15 8.519590 0 0.2176847789 0.6631710
## 618 2009-09-16 8.014336 0 0.2180222747 0.6238416
## 619 2009-09-17 8.057694 0 0.2183597705 0.6272167
## 620 2009-09-18 8.104401 0 0.2186972663 0.6308524
## 621 2009-09-19 7.993958 0 0.2190347621 0.6222554
## 622 2009-09-20 8.431853 0 0.2193722578 0.6563415
## 623 2009-09-21 9.738200 0 0.2197097536 0.7580285
## 624 2009-09-22 10.179982 0 0.2200472494 0.7924171
## 625 2009-09-24 8.361942 0 0.2207222410 0.6508996
## 626 2009-09-28 9.948843 0 0.2220722241 0.7744251
## 627 2009-09-29 8.759041 0 0.2224097199 0.6818100
## 628 2009-09-30 8.251664 0 0.2227472157 0.6423154
## 629 2009-10-01 8.078688 0 0.2230847114 0.6288509
## 630 2009-10-02 8.173575 0 0.2234222072 0.6362370
## 631 2009-10-03 7.889084 0 0.2237597030 0.6140920
## 632 2009-10-04 9.099856 0 0.2240971988 0.7083393
## 633 2009-10-05 9.406565 0 0.2244346946 0.7322138
## 634 2009-10-06 9.164401 0 0.2247721903 0.7133636
## 635 2009-10-07 8.487352 0 0.2251096861 0.6606616
## 636 2009-10-08 8.431417 0 0.2254471819 0.6563076
## 637 2009-10-09 8.277666 0 0.2257846777 0.6443395
## 638 2009-10-10 8.312135 0 0.2261221735 0.6470226
## 639 2009-10-11 8.790117 0 0.2264596693 0.6842290
## 640 2009-10-12 10.280039 0 0.2267971650 0.8002056
## 641 2009-10-13 9.075780 0 0.2271346608 0.7064652
## 642 2009-10-17 8.699181 0 0.2284846439 0.6771505
## 643 2009-10-18 9.086590 0 0.2288221397 0.7073067
## 644 2009-10-19 8.861492 0 0.2291596355 0.6897849
## 645 2009-10-20 8.544419 0 0.2294971313 0.6651037
## 646 2009-10-21 8.447629 0 0.2298346271 0.6575695
## 647 2009-10-22 8.252707 0 0.2301721228 0.6423966
## 648 2009-10-23 8.109826 0 0.2305096186 0.6312747
## 649 2009-10-24 8.136811 0 0.2308471144 0.6333752
## 650 2009-10-25 8.726806 0 0.2311846102 0.6793008
## 651 2009-10-26 9.382696 0 0.2315221060 0.7303558
## 652 2009-10-27 8.578288 0 0.2318596018 0.6677401
## 653 2009-10-28 8.238801 0 0.2321970975 0.6413142
## 654 2009-10-29 8.122371 0 0.2325345933 0.6322512
## 655 2009-10-30 8.055158 0 0.2328720891 0.6270193
## 656 2009-10-31 7.832411 0 0.2332095849 0.6096805
## 657 2009-11-01 8.897546 0 0.2335470807 0.6925913
## 658 2009-11-02 8.725670 0 0.2338845764 0.6792124
## 659 2009-11-03 8.564077 0 0.2342220722 0.6666339
## 660 2009-11-04 8.219057 0 0.2345595680 0.6397773
## 661 2009-11-05 8.147578 0 0.2348970638 0.6342133
## 662 2009-11-06 8.001355 0 0.2352345596 0.6228312
## 663 2009-11-07 7.789455 0 0.2355720553 0.6063367
## 664 2009-11-08 8.811950 0 0.2359095511 0.6859285
## 665 2009-11-09 9.002209 0 0.2362470469 0.7007384
## 666 2009-11-10 8.593043 0 0.2365845427 0.6688886
## 667 2009-11-11 8.281977 0 0.2369220385 0.6446750
## 668 2009-11-12 8.465057 0 0.2372595343 0.6589261
## 669 2009-11-13 8.494743 0 0.2375970300 0.6612369
## 670 2009-11-14 8.405144 0 0.2379345258 0.6542624
## 671 2009-11-16 10.558699 0 0.2386095174 0.8218967
## 672 2009-11-17 9.124565 0 0.2389470132 0.7102627
## 673 2009-11-18 8.731821 0 0.2392845089 0.6796912
## 674 2009-11-19 8.528924 0 0.2396220047 0.6638976
## 675 2009-11-20 8.505121 0 0.2399595005 0.6620447
## 676 2009-11-21 8.276395 0 0.2402969963 0.6442405
## 677 2009-11-23 9.123911 0 0.2409719879 0.7102118
## 678 2009-11-24 8.585973 0 0.2413094836 0.6683383
## 679 2009-11-25 8.315566 0 0.2416469794 0.6472897
## 680 2009-11-26 8.661120 0 0.2419844752 0.6741878
## 681 2009-11-27 8.925720 0 0.2423219710 0.6947845
## 682 2009-11-28 8.441391 0 0.2426594668 0.6570840
## 683 2009-11-29 9.227787 0 0.2429969625 0.7182976
## 684 2009-11-30 9.264734 0 0.2433344583 0.7211735
## 685 2009-12-01 9.274910 0 0.2436719541 0.7219657
## 686 2009-12-02 8.392990 0 0.2440094499 0.6533163
## 687 2009-12-03 8.585226 0 0.2443469457 0.6682801
## 688 2009-12-04 8.423761 0 0.2446844414 0.6557116
## 689 2009-12-05 8.337827 0 0.2450219372 0.6490225
## 690 2009-12-06 9.059750 0 0.2453594330 0.7052174
## 691 2009-12-07 9.298260 0 0.2456969288 0.7237832
## 692 2009-12-08 8.761863 0 0.2460344246 0.6820297
## 693 2009-12-09 8.507547 0 0.2463719204 0.6622336
## 694 2009-12-10 8.399310 0 0.2467094161 0.6538083
## 695 2009-12-11 8.523573 0 0.2470469119 0.6634810
## 696 2009-12-12 8.379539 0 0.2473844077 0.6522693
## 697 2009-12-13 9.091106 0 0.2477219035 0.7076582
## 698 2009-12-14 9.761982 0 0.2480593993 0.7598797
## 699 2009-12-15 8.929568 0 0.2483968950 0.6950840
## 700 2009-12-16 8.530702 0 0.2487343908 0.6640359
## 701 2009-12-17 8.587092 0 0.2490718866 0.6684254
## 702 2009-12-18 9.797849 0 0.2494093824 0.7626716
## 703 2009-12-19 8.664751 0 0.2497468782 0.6744704
## 704 2009-12-20 9.172327 0 0.2500843739 0.7139805
## 705 2009-12-21 9.201401 0 0.2504218697 0.7162436
## 706 2009-12-22 9.330521 0 0.2507593655 0.7262944
## 707 2009-12-23 8.684570 0 0.2510968613 0.6760132
## 708 2009-12-24 8.502486 0 0.2514343571 0.6618396
## 709 2009-12-25 8.288786 0 0.2517718529 0.6452050
## 710 2009-12-26 8.298042 0 0.2521093486 0.6459255
## 711 2009-12-27 9.162934 0 0.2524468444 0.7132494
## 712 2009-12-28 9.547955 0 0.2527843402 0.7432197
## 713 2009-12-29 9.017241 0 0.2531218360 0.7019085
## 714 2009-12-30 8.784928 0 0.2534593318 0.6838251
## 715 2009-12-31 8.386629 0 0.2537968275 0.6528212
## 716 2010-01-01 8.334472 0 0.2541343233 0.6487612
## 717 2010-01-02 8.536015 0 0.2544718191 0.6644495
## 718 2010-01-03 8.708640 0 0.2548093149 0.6778868
## 719 2010-01-04 8.730044 0 0.2551468107 0.6795529
## 720 2010-01-05 8.375630 0 0.2554843064 0.6519650
## 721 2010-01-06 8.318986 0 0.2558218022 0.6475559
## 722 2010-01-07 8.464425 0 0.2561592980 0.6588769
## 723 2010-01-08 8.597297 0 0.2564967938 0.6692198
## 724 2010-01-09 8.922792 0 0.2568342896 0.6945565
## 725 2010-01-10 9.491677 0 0.2571717854 0.7388390
## 726 2010-01-11 9.210140 0 0.2575092811 0.7169239
## 727 2010-01-12 8.677951 0 0.2578467769 0.6754979
## 728 2010-01-13 8.602269 0 0.2581842727 0.6696068
## 729 2010-01-14 8.614501 0 0.2585217685 0.6705590
## 730 2010-01-15 8.658866 0 0.2588592643 0.6740124
## 731 2010-01-16 8.779404 0 0.2591967600 0.6833951
## 732 2010-01-17 11.007933 0 0.2595342558 0.8568654
## 733 2010-01-18 9.753246 0 0.2598717516 0.7591997
## 734 2010-01-19 9.225130 0 0.2602092474 0.7180908
## 735 2010-01-20 9.017726 0 0.2605467432 0.7019463
## 736 2010-01-21 8.936956 0 0.2608842389 0.6956590
## 737 2010-01-22 9.009325 0 0.2612217347 0.7012923
## 738 2010-01-25 11.484063 0 0.2622342221 0.8939277
## 739 2010-01-26 10.264234 0 0.2625717179 0.7989754
## 740 2010-01-27 9.694432 0 0.2629092136 0.7546215
## 741 2010-01-28 9.440420 0 0.2632467094 0.7348491
## 742 2010-01-29 9.353748 0 0.2635842052 0.7281024
## 743 2010-01-30 9.228475 0 0.2639217010 0.7183511
## 744 2010-01-31 9.303922 0 0.2642591968 0.7242240
## 745 2010-02-01 10.240174 0 0.2645966925 0.7971025
## 746 2010-02-02 9.915959 0 0.2649341883 0.7718654
## 747 2010-02-03 10.111517 0 0.2652716841 0.7870878
## 748 2010-02-04 9.858595 0 0.2656091799 0.7674001
## 749 2010-02-05 10.119002 0 0.2659466757 0.7876704
## 750 2010-02-06 10.000569 0 0.2662841714 0.7784515
## 751 2010-02-07 11.191452 0 0.2666216672 0.8711507
## 752 2010-02-09 10.463332 0 0.2672966588 0.8144733
## 753 2010-02-10 9.654064 0 0.2676341546 0.7514793
## 754 2010-02-11 9.119759 0 0.2679716504 0.7098886
## 755 2010-02-12 8.795734 0 0.2683091461 0.6846662
## 756 2010-02-13 8.448486 0 0.2686466419 0.6576362
## 757 2010-02-14 8.266678 0 0.2689841377 0.6434842
## 758 2010-02-15 8.218518 0 0.2693216335 0.6397353
## 759 2010-02-16 8.242493 0 0.2696591293 0.6416016
## 760 2010-02-17 8.008033 0 0.2699966250 0.6233510
## 761 2010-02-18 8.045268 0 0.2703341208 0.6262494
## 762 2010-02-19 7.928766 0 0.2706716166 0.6171809
## 763 2010-02-20 7.745003 0 0.2710091124 0.6028766
## 764 2010-02-21 7.866339 0 0.2713466082 0.6123215
## 765 2010-02-22 7.941651 0 0.2716841039 0.6181838
## 766 2010-02-24 8.310415 0 0.2723590955 0.6468887
## 767 2010-02-25 7.828038 0 0.2726965913 0.6093401
## 768 2010-02-26 7.873598 0 0.2730340871 0.6128865
## 769 2010-02-27 7.757051 0 0.2733715829 0.6038144
## 770 2010-02-28 7.726213 0 0.2737090786 0.6014139
## 771 2010-03-01 7.775276 0 0.2740465744 0.6052331
## 772 2010-03-02 7.795235 0 0.2743840702 0.6067867
## 773 2010-03-03 7.749753 0 0.2747215660 0.6032464
## 774 2010-03-04 8.068090 0 0.2750590618 0.6280259
## 775 2010-03-05 8.725832 0 0.2753965575 0.6792250
## 776 2010-03-06 7.654443 0 0.2757340533 0.5958274
## 777 2010-03-07 7.603399 0 0.2760715491 0.5918541
## 778 2010-03-08 7.753194 0 0.2764090449 0.6035142
## 779 2010-03-09 7.770223 0 0.2767465407 0.6048398
## 780 2010-03-10 7.631432 0 0.2770840364 0.5940361
## 781 2010-03-11 7.543803 0 0.2774215322 0.5872150
## 782 2010-03-12 7.604396 0 0.2777590280 0.5919317
## 783 2010-03-13 7.584265 0 0.2780965238 0.5903646
## 784 2010-03-14 7.510978 0 0.2784340196 0.5846599
## 785 2010-03-15 7.674617 0 0.2787715154 0.5973977
## 786 2010-03-16 7.712891 0 0.2791090111 0.6003770
## 787 2010-03-17 7.701652 0 0.2794465069 0.5995021
## 788 2010-03-18 7.638198 0 0.2797840027 0.5945628
## 789 2010-03-19 7.562681 0 0.2801214985 0.5886845
## 790 2010-03-20 7.403670 0 0.2804589943 0.5763070
## 791 2010-03-21 7.466228 0 0.2807964900 0.5811765
## 792 2010-03-22 7.612337 0 0.2811339858 0.5925498
## 793 2010-03-23 7.801800 0 0.2814714816 0.6072977
## 794 2010-03-24 8.028781 0 0.2818089774 0.6249661
## 795 2010-03-25 7.730175 0 0.2821464732 0.6017224
## 796 2010-03-26 7.639642 0 0.2824839690 0.5946752
## 797 2010-03-27 7.563201 0 0.2828214647 0.5887250
## 798 2010-03-28 7.486613 0 0.2831589605 0.5827634
## 799 2010-03-29 7.507690 0 0.2834964563 0.5844040
## 800 2010-03-30 7.653969 0 0.2838339521 0.5957905
## 801 2010-03-31 7.612831 0 0.2841714479 0.5925882
## 802 2010-04-01 7.454141 0 0.2845089436 0.5802357
## 803 2010-04-02 7.367077 0 0.2848464394 0.5734586
## 804 2010-04-03 7.452982 0 0.2851839352 0.5801455
## 805 2010-04-04 7.478735 0 0.2855214310 0.5821501
## 806 2010-04-05 7.985144 0 0.2858589268 0.6215693
## 807 2010-04-06 7.821643 0 0.2861964225 0.6088423
## 808 2010-04-07 7.660585 0 0.2865339183 0.5963055
## 809 2010-04-08 7.559559 0 0.2868714141 0.5884415
## 810 2010-04-09 7.576610 0 0.2872089099 0.5897687
## 811 2010-04-10 7.450080 0 0.2875464057 0.5799195
## 812 2010-04-11 7.498870 0 0.2878839015 0.5837174
## 813 2010-04-12 7.515889 0 0.2882213972 0.5850422
## 814 2010-04-13 7.608374 0 0.2885588930 0.5922413
## 815 2010-04-14 7.586296 0 0.2888963888 0.5905228
## 816 2010-04-15 7.680637 0 0.2892338846 0.5978663
## 817 2010-04-16 7.784889 0 0.2895713804 0.6059814
## 818 2010-04-17 7.552237 0 0.2899088761 0.5878716
## 819 2010-04-18 7.598900 0 0.2902463719 0.5915039
## 820 2010-04-19 7.648263 0 0.2905838677 0.5953463
## 821 2010-04-20 7.669962 0 0.2909213635 0.5970353
## 822 2010-04-21 7.855545 0 0.2912588593 0.6114812
## 823 2010-04-22 8.096513 0 0.2915963550 0.6302384
## 824 2010-04-23 8.921057 0 0.2919338508 0.6944215
## 825 2010-04-24 8.398635 0 0.2922713466 0.6537558
## 826 2010-04-25 7.988204 0 0.2926088424 0.6218075
## 827 2010-04-26 8.002694 0 0.2929463382 0.6229355
## 828 2010-04-27 8.073091 0 0.2932838340 0.6284152
## 829 2010-04-28 7.983099 0 0.2936213297 0.6214102
## 830 2010-04-29 7.846199 0 0.2939588255 0.6107537
## 831 2010-04-30 7.786552 0 0.2942963213 0.6061108
## 832 2010-05-01 7.444833 0 0.2946338171 0.5795112
## 833 2010-05-02 7.542213 0 0.2949713129 0.5870913
## 834 2010-05-03 7.642524 0 0.2953088086 0.5948996
## 835 2010-05-04 7.651120 0 0.2956463044 0.5955687
## 836 2010-05-05 7.511525 0 0.2959838002 0.5847025
## 837 2010-05-06 7.676937 0 0.2963212960 0.5975783
## 838 2010-05-07 7.991254 0 0.2966587918 0.6220449
## 839 2010-05-08 7.441907 0 0.2969962875 0.5792834
## 840 2010-05-09 7.383989 0 0.2973337833 0.5747750
## 841 2010-05-10 7.605890 0 0.2976712791 0.5920479
## 842 2010-05-11 7.586804 0 0.2980087749 0.5905622
## 843 2010-05-12 7.621195 0 0.2983462707 0.5932393
## 844 2010-05-13 7.295735 0 0.2986837665 0.5679053
## 845 2010-05-14 7.488853 0 0.2990212622 0.5829377
## 846 2010-05-15 7.273093 0 0.2993587580 0.5661427
## 847 2010-05-16 7.346655 0 0.2996962538 0.5718689
## 848 2010-05-17 7.473637 0 0.3000337496 0.5817533
## 849 2010-05-18 7.355641 0 0.3003712454 0.5725684
## 850 2010-05-19 7.228388 0 0.3007087411 0.5626629
## 851 2010-05-20 7.396949 0 0.3010462369 0.5757838
## 852 2010-05-21 7.475339 0 0.3013837327 0.5818858
## 853 2010-05-22 7.409742 0 0.3017212285 0.5767796
## 854 2010-05-23 7.346010 0 0.3020587243 0.5718187
## 855 2010-05-24 7.407924 0 0.3023962200 0.5766381
## 856 2010-05-25 7.383989 0 0.3027337158 0.5747750
## 857 2010-05-26 7.380879 0 0.3030712116 0.5745329
## 858 2010-05-27 7.206377 0 0.3034087074 0.5609496
## 859 2010-05-28 7.093405 0 0.3037462032 0.5521557
## 860 2010-05-29 7.109879 0 0.3040836990 0.5534381
## 861 2010-05-30 7.055313 0 0.3044211947 0.5491906
## 862 2010-05-31 7.116394 0 0.3047586905 0.5539452
## 863 2010-06-01 7.192182 0 0.3050961863 0.5598446
## 864 2010-06-02 7.249215 0 0.3054336821 0.5642841
## 865 2010-06-03 7.419381 0 0.3057711779 0.5775299
## 866 2010-06-04 7.562162 0 0.3061086736 0.5886441
## 867 2010-06-05 7.433075 0 0.3064461694 0.5785959
## 868 2010-06-06 7.285507 0 0.3067836652 0.5671091
## 869 2010-06-07 7.935587 0 0.3071211610 0.6177118
## 870 2010-06-08 9.019543 0 0.3074586568 0.7020877
## 871 2010-06-09 7.225481 0 0.3077961525 0.5624367
## 872 2010-06-10 7.027315 0 0.3081336483 0.5470112
## 873 2010-06-11 6.799056 0 0.3084711441 0.5292434
## 874 2010-06-12 5.446737 0 0.3088086399 0.4239779
## 875 2010-06-13 5.323010 0 0.3091461357 0.4143469
## 876 2010-06-14 5.262690 0 0.3094836315 0.4096516
## 877 2010-06-15 6.306275 0 0.3098211272 0.4908850
## 878 2010-06-16 6.652863 0 0.3101586230 0.5178636
## 879 2010-06-17 7.219642 0 0.3104961188 0.5619821
## 880 2010-06-18 7.388328 0 0.3108336146 0.5751127
## 881 2010-06-19 7.138867 0 0.3111711104 0.5556945
## 882 2010-06-20 7.043160 0 0.3115086061 0.5482446
## 883 2010-06-21 7.206377 0 0.3118461019 0.5609496
## 884 2010-06-22 7.029973 0 0.3121835977 0.5472181
## 885 2010-06-23 7.007601 0 0.3125210935 0.5454767
## 886 2010-06-24 6.918695 0 0.3128585893 0.5385562
## 887 2010-06-25 6.884487 0 0.3131960850 0.5358934
## 888 2010-06-27 6.137727 0 0.3138710766 0.4777651
## 889 2010-06-29 7.206377 0 0.3145460682 0.5609496
## 890 2010-06-30 7.137278 0 0.3148835640 0.5555709
## 891 2010-07-01 7.054450 0 0.3152210597 0.5491234
## 892 2010-07-02 7.112327 0 0.3155585555 0.5536287
## 893 2010-07-03 6.926577 0 0.3158960513 0.5391697
## 894 2010-07-04 6.814543 0 0.3162335471 0.5304489
## 895 2010-07-06 7.355002 0 0.3169085386 0.5725186
## 896 2010-07-11 7.131699 0 0.3185960175 0.5551365
## 897 2010-07-12 7.077498 0 0.3189335133 0.5509175
## 898 2010-07-13 7.242082 0 0.3192710091 0.5637289
## 899 2010-07-14 7.247081 0 0.3196085049 0.5641180
## 900 2010-07-15 7.646354 0 0.3199460007 0.5951977
## 901 2010-07-16 7.456455 0 0.3202834965 0.5804158
## 902 2010-07-17 7.309881 0 0.3206209922 0.5690064
## 903 2010-07-18 7.237778 0 0.3209584880 0.5633939
## 904 2010-07-19 7.275172 0 0.3212959838 0.5663046
## 905 2010-07-20 7.469084 0 0.3216334796 0.5813989
## 906 2010-07-21 7.450661 0 0.3219709754 0.5799648
## 907 2010-07-22 8.127405 0 0.3223084711 0.6326430
## 908 2010-07-23 7.774856 0 0.3226459669 0.6052004
## 909 2010-07-24 7.521318 0 0.3229834627 0.5854648
## 910 2010-07-25 7.549609 0 0.3233209585 0.5876670
## 911 2010-07-26 7.949797 0 0.3236584543 0.6188179
## 912 2010-07-27 7.797702 0 0.3239959501 0.6069787
## 913 2010-07-28 7.799753 0 0.3243334458 0.6071384
## 914 2010-07-29 7.900266 0 0.3246709416 0.6149624
## 915 2010-07-30 7.858254 0 0.3250084374 0.6116921
## 916 2010-07-31 7.941651 0 0.3253459332 0.6181838
## 917 2010-08-01 7.671361 0 0.3256834290 0.5971442
## 918 2010-08-02 8.135347 0 0.3260209247 0.6332612
## 919 2010-08-03 8.687779 0 0.3263584205 0.6762630
## 920 2010-08-04 8.453188 0 0.3266959163 0.6580022
## 921 2010-08-05 8.064636 0 0.3270334121 0.6277571
## 922 2010-08-06 8.009363 0 0.3273709079 0.6234546
## 923 2010-08-07 7.877397 0 0.3277084036 0.6131823
## 924 2010-08-08 7.855157 0 0.3280458994 0.6114511
## 925 2010-08-09 8.140898 0 0.3283833952 0.6336934
## 926 2010-08-10 7.921173 0 0.3287208910 0.6165898
## 927 2010-08-11 7.970740 0 0.3290583868 0.6204482
## 928 2010-08-12 7.965198 0 0.3293958826 0.6200168
## 929 2010-08-13 8.134761 0 0.3297333783 0.6332156
## 930 2010-08-14 7.798523 0 0.3300708741 0.6070426
## 931 2010-08-15 8.307706 0 0.3304083699 0.6466778
## 932 2010-08-16 8.280711 0 0.3307458657 0.6445765
## 933 2010-08-17 8.744488 0 0.3310833615 0.6806772
## 934 2010-08-18 8.591373 0 0.3314208572 0.6687586
## 935 2010-08-19 8.440528 0 0.3317583530 0.6570168
## 936 2010-08-20 8.509766 0 0.3320958488 0.6624063
## 937 2010-08-21 8.355145 0 0.3324333446 0.6503705
## 938 2010-08-22 8.280964 0 0.3327708404 0.6445962
## 939 2010-08-23 8.440528 0 0.3331083361 0.6570168
## 940 2010-08-24 8.313852 0 0.3334458319 0.6471562
## 941 2010-08-25 8.080856 0 0.3337833277 0.6290197
## 942 2010-08-26 8.185907 0 0.3341208235 0.6371969
## 943 2010-08-27 8.856803 0 0.3344583193 0.6894199
## 944 2010-08-28 8.073091 0 0.3347958151 0.6284152
## 945 2010-08-29 8.141481 0 0.3351333108 0.6337387
## 946 2010-08-30 8.187855 0 0.3354708066 0.6373485
## 947 2010-08-31 8.115222 0 0.3358083024 0.6316947
## 948 2010-09-01 8.159089 0 0.3361457982 0.6351093
## 949 2010-09-02 8.204398 0 0.3364832940 0.6386363
## 950 2010-09-03 8.285009 0 0.3368207897 0.6449110
## 951 2010-09-04 8.082711 0 0.3371582855 0.6291640
## 952 2010-09-05 8.245647 0 0.3374957813 0.6418471
## 953 2010-09-06 8.222016 0 0.3378332771 0.6400077
## 954 2010-09-07 8.451267 0 0.3381707729 0.6578527
## 955 2010-09-08 8.551981 0 0.3385082686 0.6656923
## 956 2010-09-09 8.625150 0 0.3388457644 0.6713879
## 957 2010-09-10 9.131946 0 0.3391832602 0.7108373
## 958 2010-09-11 8.339979 0 0.3395207560 0.6491899
## 959 2010-09-12 9.866201 0 0.3398582518 0.7679922
## 960 2010-09-13 9.270777 0 0.3401957476 0.7216439
## 961 2010-09-14 8.771835 0 0.3405332433 0.6828060
## 962 2010-09-15 8.494743 0 0.3408707391 0.6612369
## 963 2010-09-16 8.616314 0 0.3412082349 0.6707001
## 964 2010-09-17 8.947806 0 0.3415457307 0.6965036
## 965 2010-09-18 9.075780 0 0.3418832265 0.7064652
## 966 2010-09-19 9.500469 0 0.3422207222 0.7395234
## 967 2010-09-20 11.426103 0 0.3425582180 0.8894161
## 968 2010-09-21 9.295508 0 0.3428957138 0.7235690
## 969 2010-09-22 8.617220 0 0.3432332096 0.6707706
## 970 2010-09-23 8.476996 0 0.3435707054 0.6598555
## 971 2010-09-24 8.327726 0 0.3439082011 0.6482362
## 972 2010-09-25 8.303752 0 0.3442456969 0.6463700
## 973 2010-09-26 9.330432 0 0.3445831927 0.7262875
## 974 2010-09-27 9.416134 0 0.3449206885 0.7329587
## 975 2010-09-28 8.922925 0 0.3452581843 0.6945669
## 976 2010-09-29 8.445912 0 0.3455956801 0.6574359
## 977 2010-09-30 8.311153 0 0.3459331758 0.6469461
## 978 2010-10-01 8.270525 0 0.3462706716 0.6437836
## 979 2010-10-02 8.201660 0 0.3466081674 0.6384231
## 980 2010-10-03 9.009814 0 0.3469456632 0.7013304
## 981 2010-10-04 9.309099 0 0.3472831590 0.7246270
## 982 2010-10-05 9.128479 0 0.3476206547 0.7105674
## 983 2010-10-06 8.447414 0 0.3479581505 0.6575528
## 984 2010-10-07 8.254269 0 0.3482956463 0.6425182
## 985 2010-10-08 8.324821 0 0.3486331421 0.6480101
## 986 2010-10-09 8.102889 0 0.3489706379 0.6307347
## 987 2010-10-10 9.159573 0 0.3493081336 0.7129878
## 988 2010-10-11 8.851091 0 0.3496456294 0.6889753
## 989 2010-10-12 9.540579 0 0.3499831252 0.7426455
## 990 2010-10-13 8.490438 0 0.3503206210 0.6609018
## 991 2010-10-14 8.564649 0 0.3506581168 0.6666784
## 992 2010-10-15 8.352319 0 0.3509956126 0.6501505
## 993 2010-10-16 8.104401 0 0.3513331083 0.6308524
## 994 2010-10-17 9.153347 0 0.3516706041 0.7125031
## 995 2010-10-18 10.075296 0 0.3520080999 0.7842683
## 996 2010-10-19 8.718009 0 0.3523455957 0.6786161
## 997 2010-10-20 8.344743 0 0.3526830915 0.6495608
## 998 2010-10-21 8.263075 0 0.3530205872 0.6432037
## 999 2010-10-22 8.256088 0 0.3533580830 0.6426598
## 1000 2010-10-23 8.008698 0 0.3536955788 0.6234028
## 1001 2010-10-24 8.529714 0 0.3540330746 0.6639591
## 1002 2010-10-25 8.861350 0 0.3543705704 0.6897739
## 1003 2010-10-26 9.789142 0 0.3547080661 0.7619939
## 1004 2010-10-27 8.500250 0 0.3550455619 0.6616656
## 1005 2010-10-28 8.405591 0 0.3553830577 0.6542972
## 1006 2010-10-29 8.944159 0 0.3557205535 0.6962197
## 1007 2010-10-30 8.866582 0 0.3560580493 0.6901811
## 1008 2010-10-31 9.014569 0 0.3563955451 0.7017005
## 1009 2010-11-01 9.130106 0 0.3567330408 0.7106940
## 1010 2010-11-02 10.246510 0 0.3570705366 0.7975957
## 1011 2010-11-03 8.589700 0 0.3574080324 0.6686284
## 1012 2010-11-04 8.650675 0 0.3577455282 0.6733747
## 1013 2010-11-05 8.781248 0 0.3580830240 0.6835387
## 1014 2010-11-06 8.333030 0 0.3584205197 0.6486490
## 1015 2010-11-07 9.067624 0 0.3587580155 0.7058304
## 1016 2010-11-08 9.523325 0 0.3590955113 0.7413024
## 1017 2010-11-09 8.709960 0 0.3594330071 0.6779895
## 1018 2010-11-10 8.371011 0 0.3597705029 0.6516055
## 1019 2010-11-11 8.377701 0 0.3601079987 0.6521263
## 1020 2010-11-12 8.400435 0 0.3604454944 0.6538959
## 1021 2010-11-13 8.182839 0 0.3607829902 0.6369580
## 1022 2010-11-14 8.875007 0 0.3611204860 0.6908370
## 1023 2010-11-15 9.210340 0 0.3614579818 0.7169395
## 1024 2010-11-16 8.714568 0 0.3617954776 0.6783482
## 1025 2010-11-17 8.317522 0 0.3621329733 0.6474419
## 1026 2010-11-18 8.559294 0 0.3624704691 0.6662616
## 1027 2010-11-19 8.604654 0 0.3628079649 0.6697925
## 1028 2010-11-20 8.733755 0 0.3631454607 0.6798418
## 1029 2010-11-21 9.540579 0 0.3634829565 0.7426455
## 1030 2010-11-22 10.161689 0 0.3638204522 0.7909932
## 1031 2010-11-23 8.816705 0 0.3641579480 0.6862986
## 1032 2010-11-24 8.314097 0 0.3644954438 0.6471753
## 1033 2010-11-25 8.710620 0 0.3648329396 0.6780409
## 1034 2010-11-26 8.743691 0 0.3651704354 0.6806152
## 1035 2010-11-27 8.392310 0 0.3655079312 0.6532634
## 1036 2010-11-28 9.230731 0 0.3658454269 0.7185267
## 1037 2010-11-29 10.256114 0 0.3661829227 0.7983433
## 1038 2010-11-30 8.913819 0 0.3665204185 0.6938581
## 1039 2010-12-01 8.650325 0 0.3668579143 0.6733475
## 1040 2010-12-02 8.390041 0 0.3671954101 0.6530868
## 1041 2010-12-03 8.309185 0 0.3675329058 0.6467929
## 1042 2010-12-04 8.222285 0 0.3678704016 0.6400286
## 1043 2010-12-05 9.282382 0 0.3682078974 0.7225473
## 1044 2010-12-06 9.922604 0 0.3685453932 0.7723826
## 1045 2010-12-07 9.168893 0 0.3688828890 0.7137132
## 1046 2010-12-08 8.748305 0 0.3692203847 0.6809743
## 1047 2010-12-09 8.815073 0 0.3695578805 0.6861716
## 1048 2010-12-10 9.763306 0 0.3698953763 0.7599827
## 1049 2010-12-11 8.568836 0 0.3702328721 0.6670044
## 1050 2010-12-12 8.926119 0 0.3705703679 0.6948155
## 1051 2010-12-13 9.128913 0 0.3709078637 0.7106012
## 1052 2010-12-14 9.719565 0 0.3712453594 0.7565779
## 1053 2010-12-15 8.781248 0 0.3715828552 0.6835387
## 1054 2010-12-16 8.488382 0 0.3719203510 0.6607418
## 1055 2010-12-17 8.536407 0 0.3722578468 0.6644801
## 1056 2010-12-18 8.144098 0 0.3725953426 0.6339425
## 1057 2010-12-19 9.106645 0 0.3729328383 0.7088678
## 1058 2010-12-20 9.115700 0 0.3732703341 0.7095726
## 1059 2010-12-21 9.684212 0 0.3736078299 0.7538260
## 1060 2010-12-22 8.800114 0 0.3739453257 0.6850072
## 1061 2010-12-23 8.547528 0 0.3742828215 0.6653457
## 1062 2010-12-24 8.322151 0 0.3746203172 0.6478022
## 1063 2010-12-25 8.095294 0 0.3749578130 0.6301435
## 1064 2010-12-26 8.923458 0 0.3752953088 0.6946084
## 1065 2010-12-27 9.379746 0 0.3756328046 0.7301261
## 1066 2010-12-28 8.903272 0 0.3759703004 0.6930371
## 1067 2010-12-29 8.875567 0 0.3763077962 0.6908805
## 1068 2010-12-30 8.441391 0 0.3766452919 0.6570840
## 1069 2010-12-31 8.596743 0 0.3769827877 0.6691767
## 1070 2011-01-01 9.009692 0 0.3773202835 0.7013209
## 1071 2011-01-02 9.398975 0 0.3776577793 0.7316230
## 1072 2011-01-03 9.993922 0 0.3779952751 0.7779341
## 1073 2011-01-04 9.061492 0 0.3783327708 0.7053531
## 1074 2011-01-05 8.971194 0 0.3786702666 0.6983242
## 1075 2011-01-06 8.946896 0 0.3790077624 0.6964328
## 1076 2011-01-07 9.186969 0 0.3793452582 0.7151203
## 1077 2011-01-08 9.098067 0 0.3796827540 0.7082001
## 1078 2011-01-09 10.878104 0 0.3800202497 0.8467594
## 1079 2011-01-10 9.382696 0 0.3803577455 0.7303558
## 1080 2011-01-11 9.198976 0 0.3806952413 0.7160549
## 1081 2011-01-12 8.621193 0 0.3810327371 0.6710798
## 1082 2011-01-13 8.613230 0 0.3813702329 0.6704600
## 1083 2011-01-14 8.695172 0 0.3817077287 0.6768384
## 1084 2011-01-15 8.720297 0 0.3820452244 0.6787942
## 1085 2011-01-16 9.500320 0 0.3823827202 0.7395117
## 1086 2011-01-17 9.347577 0 0.3827202160 0.7276221
## 1087 2011-01-18 8.783703 0 0.3830577118 0.6837297
## 1088 2011-01-19 8.702178 0 0.3833952076 0.6773838
## 1089 2011-01-20 8.682199 0 0.3837327033 0.6758286
## 1090 2011-01-21 8.483636 0 0.3840701991 0.6603723
## 1091 2011-01-22 8.409162 0 0.3844076949 0.6545752
## 1092 2011-01-23 8.973098 0 0.3847451907 0.6984724
## 1093 2011-01-24 9.550306 0 0.3850826865 0.7434027
## 1094 2011-01-25 8.786304 0 0.3854201822 0.6839322
## 1095 2011-01-26 8.608130 0 0.3857576780 0.6700630
## 1096 2011-01-27 8.494948 0 0.3860951738 0.6612528
## 1097 2011-01-28 8.448700 0 0.3864326696 0.6576529
## 1098 2011-01-29 8.191740 0 0.3867701654 0.6376509
## 1099 2011-01-30 8.380915 0 0.3871076612 0.6523765
## 1100 2011-01-31 9.073948 0 0.3874451569 0.7063226
## 1101 2011-02-01 8.356085 0 0.3877826527 0.6504437
## 1102 2011-02-02 8.348538 0 0.3881201485 0.6498562
## 1103 2011-02-03 8.535033 0 0.3884576443 0.6643731
## 1104 2011-02-04 8.434898 0 0.3887951401 0.6565785
## 1105 2011-02-05 8.535426 0 0.3891326358 0.6644037
## 1106 2011-02-06 8.991687 0 0.3894701316 0.6999193
## 1107 2011-02-07 9.777130 0 0.3898076274 0.7610588
## 1108 2011-02-08 8.638880 0 0.3901451232 0.6724566
## 1109 2011-02-09 8.283241 0 0.3904826190 0.6447735
## 1110 2011-02-10 8.273337 0 0.3908201147 0.6440025
## 1111 2011-02-11 8.159089 0 0.3911576105 0.6351093
## 1112 2011-02-12 7.913521 0 0.3914951063 0.6159942
## 1113 2011-02-13 7.840706 0 0.3918326021 0.6103262
## 1114 2011-02-14 8.024862 0 0.3921700979 0.6246610
## 1115 2011-02-15 7.971431 0 0.3925075937 0.6205019
## 1116 2011-02-16 8.477828 0 0.3928450894 0.6599203
## 1117 2011-02-17 7.957877 0 0.3931825852 0.6194469
## 1118 2011-02-18 8.023552 0 0.3935200810 0.6245591
## 1119 2011-02-19 7.549083 0 0.3938575768 0.5876260
## 1120 2011-02-20 7.519692 0 0.3941950726 0.5853383
## 1121 2011-02-21 7.871693 0 0.3945325683 0.6127382
## 1122 2011-02-22 7.681560 0 0.3948700641 0.5979382
## 1123 2011-02-23 7.732369 0 0.3952075599 0.6018932
## 1124 2011-02-24 7.782390 0 0.3955450557 0.6057869
## 1125 2011-02-25 7.656337 0 0.3958825515 0.5959748
## 1126 2011-02-26 7.483244 0 0.3962200472 0.5825011
## 1127 2011-02-27 7.598900 0 0.3965575430 0.5915039
## 1128 2011-02-28 7.786136 0 0.3968950388 0.6060784
## 1129 2011-03-01 7.750615 0 0.3972325346 0.6033134
## 1130 2011-03-02 7.764721 0 0.3975700304 0.6044114
## 1131 2011-03-03 7.704812 0 0.3979075262 0.5997481
## 1132 2011-03-04 7.658700 0 0.3982450219 0.5961587
## 1133 2011-03-05 7.347300 0 0.3985825177 0.5719191
## 1134 2011-03-06 7.544332 0 0.3989200135 0.5872562
## 1135 2011-03-07 7.747165 0 0.3992575093 0.6030449
## 1136 2011-03-08 7.688913 0 0.3995950051 0.5985105
## 1137 2011-03-09 7.770645 0 0.3999325008 0.6048726
## 1138 2011-03-10 7.611842 0 0.4002699966 0.5925113
## 1139 2011-03-11 7.487734 0 0.4006074924 0.5828506
## 1140 2011-03-12 7.557473 0 0.4009449882 0.5882791
## 1141 2011-03-13 7.568379 0 0.4012824840 0.5891281
## 1142 2011-03-14 7.525640 0 0.4016199798 0.5858012
## 1143 2011-03-15 7.661998 0 0.4019574755 0.5964154
## 1144 2011-03-16 7.416378 0 0.4022949713 0.5772962
## 1145 2011-03-17 7.443664 0 0.4026324671 0.5794201
## 1146 2011-03-18 7.316548 0 0.4029699629 0.5695254
## 1147 2011-03-19 7.174724 0 0.4033074587 0.5584857
## 1148 2011-03-20 7.247793 0 0.4036449544 0.5641734
## 1149 2011-03-21 7.413970 0 0.4039824502 0.5771088
## 1150 2011-03-22 7.529406 0 0.4043199460 0.5860944
## 1151 2011-03-23 7.639642 0 0.4046574418 0.5946752
## 1152 2011-03-24 8.269757 0 0.4049949376 0.6437238
## 1153 2011-03-25 8.331345 0 0.4053324333 0.6485179
## 1154 2011-03-26 7.784473 0 0.4056699291 0.6059490
## 1155 2011-03-27 7.480992 0 0.4060074249 0.5823258
## 1156 2011-03-28 7.587817 0 0.4063449207 0.5906411
## 1157 2011-03-29 7.671827 0 0.4066824165 0.5971805
## 1158 2011-03-30 7.597396 0 0.4070199123 0.5913868
## 1159 2011-03-31 7.677400 0 0.4073574080 0.5976144
## 1160 2011-04-01 7.484369 0 0.4076949038 0.5825886
## 1161 2011-04-02 7.261225 0 0.4080323996 0.5652190
## 1162 2011-04-03 7.392032 0 0.4083698954 0.5754010
## 1163 2011-04-04 7.428333 0 0.4087073912 0.5782268
## 1164 2011-04-05 7.557473 0 0.4090448869 0.5882791
## 1165 2011-04-06 7.488853 0 0.4093823827 0.5829377
## 1166 2011-04-07 7.427144 0 0.4097198785 0.5781342
## 1167 2011-04-08 8.215277 0 0.4100573743 0.6394831
## 1168 2011-04-09 8.493720 0 0.4103948701 0.6611572
## 1169 2011-04-10 8.143227 0 0.4107323658 0.6338746
## 1170 2011-04-11 8.121777 0 0.4110698616 0.6322050
## 1171 2011-04-12 8.207947 0 0.4114073574 0.6389125
## 1172 2011-04-13 8.519790 0 0.4117448532 0.6631866
## 1173 2011-04-14 8.574707 0 0.4120823490 0.6674614
## 1174 2011-04-15 8.047829 0 0.4124198448 0.6264488
## 1175 2011-04-16 7.487734 0 0.4127573405 0.5828506
## 1176 2011-04-17 7.566311 0 0.4130948363 0.5889671
## 1177 2011-04-18 7.997663 0 0.4134323321 0.6225438
## 1178 2011-04-19 8.008366 0 0.4137698279 0.6233769
## 1179 2011-04-20 7.914983 0 0.4141073237 0.6161080
## 1180 2011-04-21 7.880426 0 0.4144448194 0.6134180
## 1181 2011-04-22 7.848934 0 0.4147823152 0.6109666
## 1182 2011-04-23 7.508239 0 0.4151198110 0.5844467
## 1183 2011-04-24 7.660585 0 0.4154573068 0.5963055
## 1184 2011-04-25 8.027477 0 0.4157948026 0.6248645
## 1185 2011-04-26 8.100465 0 0.4161322983 0.6305460
## 1186 2011-04-27 8.180881 0 0.4164697941 0.6368056
## 1187 2011-04-28 8.333511 0 0.4168072899 0.6486865
## 1188 2011-04-29 8.641002 0 0.4171447857 0.6726218
## 1189 2011-04-30 8.463159 0 0.4174822815 0.6587784
## 1190 2011-05-01 8.012018 0 0.4178197773 0.6236613
## 1191 2011-05-02 7.795647 0 0.4181572730 0.6068187
## 1192 2011-05-03 7.705713 0 0.4184947688 0.5998182
## 1193 2011-05-04 7.778630 0 0.4188322646 0.6054942
## 1194 2011-05-05 7.812378 0 0.4191697604 0.6081211
## 1195 2011-05-06 7.561642 0 0.4195072562 0.5886036
## 1196 2011-05-07 7.263330 0 0.4198447519 0.5653828
## 1197 2011-05-08 7.355641 0 0.4201822477 0.5725684
## 1198 2011-05-09 7.474772 0 0.4205197435 0.5818416
## 1199 2011-05-10 7.534228 0 0.4208572393 0.5864697
## 1200 2011-05-11 7.629976 0 0.4211947351 0.5939228
## 1201 2011-05-12 7.626083 0 0.4215322308 0.5936198
## 1202 2011-05-13 7.444833 0 0.4218697266 0.5795112
## 1203 2011-05-14 7.119636 0 0.4222072224 0.5541975
## 1204 2011-05-15 7.370231 0 0.4225447182 0.5737040
## 1205 2011-05-16 7.541152 0 0.4228822140 0.5870087
## 1206 2011-05-17 7.513709 0 0.4232197098 0.5848725
## 1207 2011-05-18 7.590347 0 0.4235572055 0.5908381
## 1208 2011-05-19 7.548029 0 0.4238947013 0.5875440
## 1209 2011-05-20 7.368340 0 0.4242321971 0.5735569
## 1210 2011-05-21 7.113142 0 0.4245696929 0.5536921
## 1211 2011-05-22 7.237059 0 0.4249071887 0.5633379
## 1212 2011-05-23 7.487174 0 0.4252446844 0.5828070
## 1213 2011-05-24 7.612337 0 0.4255821802 0.5925498
## 1214 2011-05-25 8.217169 0 0.4259196760 0.6396303
## 1215 2011-05-26 7.666690 0 0.4262571718 0.5967807
## 1216 2011-05-27 7.326466 0 0.4265946676 0.5702973
## 1217 2011-05-28 7.093405 0 0.4269321633 0.5521557
## 1218 2011-05-29 7.139660 0 0.4272696591 0.5557563
## 1219 2011-05-30 7.403670 0 0.4276071549 0.5763070
## 1220 2011-05-31 7.425954 0 0.4279446507 0.5780416
## 1221 2011-06-01 7.437795 0 0.4282821465 0.5789633
## 1222 2011-06-02 7.553287 0 0.4286196423 0.5879533
## 1223 2011-06-03 7.321850 0 0.4289571380 0.5699380
## 1224 2011-06-04 7.103322 0 0.4292946338 0.5529277
## 1225 2011-06-05 7.110696 0 0.4296321296 0.5535017
## 1226 2011-06-06 7.482119 0 0.4299696254 0.5824135
## 1227 2011-06-07 7.545918 0 0.4303071212 0.5873797
## 1228 2011-06-08 7.327781 0 0.4306446169 0.5703997
## 1229 2011-06-09 7.219642 0 0.4309821127 0.5619821
## 1230 2011-06-10 7.363280 0 0.4313196085 0.5731630
## 1231 2011-06-11 7.188413 0 0.4316571043 0.5595512
## 1232 2011-06-12 7.250636 0 0.4319946001 0.5643947
## 1233 2011-06-13 7.450080 0 0.4323320958 0.5799195
## 1234 2011-06-14 7.197435 0 0.4326695916 0.5602535
## 1235 2011-06-15 7.419381 0 0.4330070874 0.5775299
## 1236 2011-06-16 7.379632 0 0.4333445832 0.5744359
## 1237 2011-06-17 7.403061 0 0.4336820790 0.5762596
## 1238 2011-06-18 7.515889 0 0.4340195748 0.5850422
## 1239 2011-06-19 7.637234 0 0.4343570705 0.5944878
## 1240 2011-06-20 7.526179 0 0.4346945663 0.5858432
## 1241 2011-06-21 7.318540 0 0.4350320621 0.5696804
## 1242 2011-06-22 7.382124 0 0.4353695579 0.5746299
## 1243 2011-06-23 7.749753 0 0.4357070537 0.6032464
## 1244 2011-06-24 7.676010 0 0.4360445494 0.5975061
## 1245 2011-06-25 7.266129 0 0.4363820452 0.5656007
## 1246 2011-06-26 7.583248 0 0.4367195410 0.5902854
## 1247 2011-06-27 7.566828 0 0.4370570368 0.5890074
## 1248 2011-06-28 7.560080 0 0.4373945326 0.5884821
## 1249 2011-06-29 7.632886 0 0.4377320283 0.5941493
## 1250 2011-06-30 7.500529 0 0.4380695241 0.5838466
## 1251 2011-07-01 7.423568 0 0.4384070199 0.5778559
## 1252 2011-07-02 7.390181 0 0.4387445157 0.5752570
## 1253 2011-07-03 7.210080 0 0.4390820115 0.5612378
## 1254 2011-07-04 7.945555 0 0.4394195073 0.6184877
## 1255 2011-07-05 7.599902 0 0.4397570030 0.5915818
## 1256 2011-07-06 7.562681 0 0.4400944988 0.5886845
## 1257 2011-07-07 7.611842 0 0.4404319946 0.5925113
## 1258 2011-07-08 8.999990 0 0.4407694904 0.7005657
## 1259 2011-07-09 8.737934 0 0.4411069862 0.6801670
## 1260 2011-07-10 8.267962 0 0.4414444819 0.6435841
## 1261 2011-07-11 7.779049 0 0.4417819777 0.6055267
## 1262 2011-07-12 7.578657 0 0.4421194735 0.5899281
## 1263 2011-07-13 7.605392 0 0.4424569693 0.5920092
## 1264 2011-07-14 8.291797 0 0.4427944651 0.6454394
## 1265 2011-07-15 7.617760 0 0.4431319609 0.5929719
## 1266 2011-07-16 7.358831 0 0.4434694566 0.5728167
## 1267 2011-07-17 7.686621 0 0.4438069524 0.5983321
## 1268 2011-07-18 7.753624 0 0.4441444482 0.6035476
## 1269 2011-07-19 7.779049 0 0.4444819440 0.6055267
## 1270 2011-07-20 8.057061 0 0.4448194398 0.6271674
## 1271 2011-07-21 7.898411 0 0.4451569355 0.6148180
## 1272 2011-07-22 7.797291 0 0.4454944313 0.6069468
## 1273 2011-07-23 7.515345 0 0.4458319271 0.5849998
## 1274 2011-07-24 7.482682 0 0.4461694229 0.5824573
## 1275 2011-07-25 7.886833 0 0.4465069187 0.6139167
## 1276 2011-07-26 8.397283 0 0.4468444144 0.6536505
## 1277 2011-07-27 8.267706 0 0.4471819102 0.6435641
## 1278 2011-07-28 8.236156 0 0.4475194060 0.6411083
## 1279 2011-07-29 8.388905 0 0.4478569018 0.6529984
## 1280 2011-07-30 9.078864 0 0.4481943976 0.7067053
## 1281 2011-07-31 9.632990 0 0.4485318934 0.7498389
## 1282 2011-08-01 8.947806 0 0.4488693891 0.6965036
## 1283 2011-08-02 8.539346 0 0.4492068849 0.6647088
## 1284 2011-08-03 8.347827 0 0.4495443807 0.6498009
## 1285 2011-08-04 8.325306 0 0.4498818765 0.6480478
## 1286 2011-08-05 8.255569 0 0.4502193723 0.6426194
## 1287 2011-08-06 8.097122 0 0.4505568680 0.6302858
## 1288 2011-08-07 8.135933 0 0.4508943638 0.6333068
## 1289 2011-08-08 8.018955 0 0.4512318596 0.6242012
## 1290 2011-08-09 8.086103 0 0.4515693554 0.6294280
## 1291 2011-08-10 8.133294 0 0.4519068512 0.6331014
## 1292 2011-08-11 8.049746 0 0.4522443469 0.6265980
## 1293 2011-08-12 8.190632 0 0.4525818427 0.6375646
## 1294 2011-08-13 8.043342 0 0.4529193385 0.6260995
## 1295 2011-08-14 8.438150 0 0.4532568343 0.6568317
## 1296 2011-08-15 8.107419 0 0.4535943301 0.6310873
## 1297 2011-08-16 8.168770 0 0.4539318259 0.6358629
## 1298 2011-08-17 8.174703 0 0.4542693216 0.6363247
## 1299 2011-08-18 8.291296 0 0.4546068174 0.6454004
## 1300 2011-08-19 8.305978 0 0.4549443132 0.6465433
## 1301 2011-08-20 8.423102 0 0.4552818090 0.6556603
## 1302 2011-08-21 8.756210 0 0.4556193048 0.6815897
## 1303 2011-08-22 8.725832 0 0.4559568005 0.6792250
## 1304 2011-08-23 8.707483 0 0.4562942963 0.6777967
## 1305 2011-08-24 8.510773 0 0.4566317921 0.6624847
## 1306 2011-08-25 8.702178 0 0.4569692879 0.6773838
## 1307 2011-08-26 8.580544 0 0.4573067837 0.6679157
## 1308 2011-08-27 9.225426 0 0.4576442794 0.7181138
## 1309 2011-08-28 8.411166 0 0.4579817752 0.6547312
## 1310 2011-08-29 8.451908 0 0.4583192710 0.6579026
## 1311 2011-08-30 8.771835 0 0.4586567668 0.6828060
## 1312 2011-08-31 8.238801 0 0.4589942626 0.6413142
## 1313 2011-09-01 8.157084 0 0.4593317584 0.6349533
## 1314 2011-09-03 8.039157 0 0.4600067499 0.6257738
## 1315 2011-09-04 8.118505 0 0.4603442457 0.6319503
## 1316 2011-09-05 9.185638 0 0.4606817415 0.7150166
## 1317 2011-09-06 9.152393 0 0.4610192373 0.7124289
## 1318 2011-09-07 9.026177 0 0.4613567330 0.7026041
## 1319 2011-09-08 9.742262 0 0.4616942288 0.7583447
## 1320 2011-09-09 10.082846 0 0.4620317246 0.7848560
## 1321 2011-09-10 9.111072 0 0.4623692204 0.7092124
## 1322 2011-09-11 9.738790 0 0.4627067162 0.7580744
## 1323 2011-09-12 9.614938 0 0.4630442119 0.7484337
## 1324 2011-09-13 9.348013 0 0.4633817077 0.7276561
## 1325 2011-09-14 8.554296 0 0.4637192035 0.6658726
## 1326 2011-09-15 8.449557 0 0.4640566993 0.6577195
## 1327 2011-09-16 8.430545 0 0.4643941951 0.6562397
## 1328 2011-09-17 8.605387 0 0.4647316909 0.6698495
## 1329 2011-09-18 9.219895 0 0.4650691866 0.7176832
## 1330 2011-09-19 9.500769 0 0.4654066824 0.7395467
## 1331 2011-09-20 9.522300 0 0.4657441782 0.7412227
## 1332 2011-09-21 8.478868 0 0.4660816740 0.6600012
## 1333 2011-09-22 8.283494 0 0.4664191698 0.6447931
## 1334 2011-09-23 8.268988 0 0.4667566655 0.6436640
## 1335 2011-09-24 8.283241 0 0.4670941613 0.6447735
## 1336 2011-09-25 9.030137 0 0.4674316571 0.7029123
## 1337 2011-09-26 10.252559 0 0.4677691529 0.7980665
## 1338 2011-09-27 9.166597 0 0.4681066487 0.7135345
## 1339 2011-09-28 8.275376 0 0.4684441444 0.6441612
## 1340 2011-09-29 8.346642 0 0.4687816402 0.6497086
## 1341 2011-09-30 8.421563 0 0.4691191360 0.6555405
## 1342 2011-10-01 8.194506 0 0.4694566318 0.6378662
## 1343 2011-10-02 8.877661 0 0.4697941276 0.6910435
## 1344 2011-10-03 8.994172 0 0.4701316234 0.7001128
## 1345 2011-10-04 9.556763 0 0.4704691191 0.7439053
## 1346 2011-10-05 8.414496 0 0.4708066149 0.6549904
## 1347 2011-10-06 8.311398 0 0.4711441107 0.6469652
## 1348 2011-10-07 8.365672 0 0.4714816065 0.6511899
## 1349 2011-10-08 8.149024 0 0.4718191023 0.6343259
## 1350 2011-10-09 8.968269 0 0.4721565980 0.6980965
## 1351 2011-10-10 8.883224 0 0.4724940938 0.6914766
## 1352 2011-10-11 8.704502 0 0.4728315896 0.6775647
## 1353 2011-10-12 8.232972 0 0.4731690854 0.6408604
## 1354 2011-10-13 8.173011 0 0.4735065812 0.6361931
## 1355 2011-10-14 8.134468 0 0.4738440769 0.6331928
## 1356 2011-10-15 8.834337 0 0.4741815727 0.6876711
## 1357 2011-10-16 9.089753 0 0.4745190685 0.7075529
## 1358 2011-10-17 9.010791 0 0.4748565643 0.7014065
## 1359 2011-10-18 8.717518 0 0.4751940601 0.6785779
## 1360 2011-10-19 8.422003 0 0.4755315559 0.6555748
## 1361 2011-10-21 8.207129 0 0.4762065474 0.6388488
## 1362 2011-10-22 8.054840 0 0.4765440432 0.6269945
## 1363 2011-10-23 8.831566 0 0.4768815390 0.6874554
## 1364 2011-10-24 10.182747 0 0.4772190348 0.7926323
## 1365 2011-10-25 8.809863 0 0.4775565305 0.6857660
## 1366 2011-10-26 8.760139 0 0.4778940263 0.6818955
## 1367 2011-10-27 8.885026 0 0.4782315221 0.6916168
## 1368 2011-10-28 8.561593 0 0.4785690179 0.6664405
## 1369 2011-10-29 8.249575 0 0.4789065137 0.6421529
## 1370 2011-10-30 9.356603 0 0.4792440094 0.7283247
## 1371 2011-10-31 9.127502 0 0.4795815052 0.7104913
## 1372 2011-11-01 8.791030 0 0.4799190010 0.6843001
## 1373 2011-11-02 8.653471 0 0.4802564968 0.6735924
## 1374 2011-11-03 8.743372 0 0.4805939926 0.6805904
## 1375 2011-11-04 8.867427 0 0.4809314884 0.6902469
## 1376 2011-11-05 8.440096 0 0.4812689841 0.6569831
## 1377 2011-11-06 9.375685 0 0.4816064799 0.7298101
## 1378 2011-11-07 9.741027 0 0.4819439757 0.7582486
## 1379 2011-11-08 8.836229 0 0.4822814715 0.6878184
## 1380 2011-11-09 8.461046 0 0.4826189673 0.6586139
## 1381 2011-11-10 8.216358 0 0.4829564630 0.6395672
## 1382 2011-11-11 8.228444 0 0.4832939588 0.6405080
## 1383 2011-11-12 8.047190 0 0.4836314546 0.6263990
## 1384 2011-11-13 9.072342 0 0.4839689504 0.7061976
## 1385 2011-11-14 9.467615 0 0.4843064462 0.7369659
## 1386 2011-11-15 8.986697 0 0.4846439420 0.6995309
## 1387 2011-11-16 8.439232 0 0.4849814377 0.6569158
## 1388 2011-11-17 8.423981 0 0.4853189335 0.6557287
## 1389 2011-11-18 8.588024 0 0.4856564293 0.6684980
## 1390 2011-11-19 8.254009 0 0.4859939251 0.6424980
## 1391 2011-11-20 8.745125 0 0.4863314209 0.6807268
## 1392 2011-11-21 9.495143 0 0.4866689166 0.7391088
## 1393 2011-11-22 8.724695 0 0.4870064124 0.6791365
## 1394 2011-11-23 8.359603 0 0.4873439082 0.6507175
## 1395 2011-11-24 8.763741 0 0.4876814040 0.6821759
## 1396 2011-11-25 8.727940 0 0.4880188998 0.6793891
## 1397 2011-11-26 8.385489 0 0.4883563955 0.6527325
## 1398 2011-11-27 9.313077 0 0.4886938913 0.7249366
## 1399 2011-11-28 9.306196 0 0.4890313871 0.7244010
## 1400 2011-11-29 9.846758 0 0.4893688829 0.7664787
## 1401 2011-11-30 8.796793 0 0.4897063787 0.6847487
## 1402 2011-12-01 8.646114 0 0.4900438745 0.6730197
## 1403 2011-12-02 8.939843 0 0.4903813702 0.6958838
## 1404 2011-12-03 8.843759 0 0.4907188660 0.6884046
## 1405 2011-12-04 9.700514 0 0.4910563618 0.7550950
## 1406 2011-12-05 9.539140 0 0.4913938576 0.7425335
## 1407 2011-12-06 8.908289 0 0.4917313534 0.6934276
## 1408 2011-12-07 9.021840 0 0.4920688491 0.7022665
## 1409 2011-12-08 9.109636 0 0.4924063449 0.7091006
## 1410 2011-12-09 8.871646 0 0.4927438407 0.6905753
## 1411 2011-12-10 8.382289 0 0.4930813365 0.6524834
## 1412 2011-12-11 9.232298 0 0.4934188323 0.7186487
## 1413 2011-12-12 9.852878 0 0.4937563280 0.7669551
## 1414 2011-12-13 8.847072 0 0.4940938238 0.6886625
## 1415 2011-12-14 8.533460 0 0.4944313196 0.6642507
## 1416 2011-12-15 8.588024 0 0.4947688154 0.6684980
## 1417 2011-12-16 8.485496 0 0.4951063112 0.6605171
## 1418 2011-12-17 8.189800 0 0.4954438070 0.6374999
## 1419 2011-12-18 9.496872 0 0.4957813027 0.7392433
## 1420 2011-12-19 9.462810 0 0.4961187985 0.7365919
## 1421 2011-12-20 8.843471 0 0.4964562943 0.6883821
## 1422 2011-12-21 8.363109 0 0.4967937901 0.6509904
## 1423 2011-12-22 8.605753 0 0.4971312859 0.6698780
## 1424 2011-12-23 6.586172 0 0.4974687816 0.5126723
## 1425 2011-12-26 7.635787 0 0.4984812690 0.5943751
## 1426 2011-12-27 9.248792 0 0.4988187648 0.7199326
## 1427 2011-12-28 8.880725 0 0.4991562605 0.6912820
## 1428 2011-12-29 8.696176 0 0.4994937563 0.6769166
## 1429 2011-12-30 8.453827 0 0.4998312521 0.6580520
## 1430 2011-12-31 8.144679 0 0.5001687479 0.6339877
## 1431 2012-01-01 9.076352 0 0.5005062437 0.7065097
## 1432 2012-01-02 10.244699 0 0.5008437395 0.7974547
## 1433 2012-01-03 9.858281 0 0.5011812352 0.7673757
## 1434 2012-01-04 9.187583 0 0.5015187310 0.7151681
## 1435 2012-01-05 8.762490 0 0.5018562268 0.6820785
## 1436 2012-01-06 8.501673 0 0.5021937226 0.6617764
## 1437 2012-01-07 8.655214 0 0.5025312184 0.6737281
## 1438 2012-01-08 10.038892 0 0.5028687141 0.7814346
## 1439 2012-01-09 9.464362 0 0.5032062099 0.7367128
## 1440 2012-01-10 8.973098 0 0.5035437057 0.6984724
## 1441 2012-01-11 8.955577 0 0.5038812015 0.6971086
## 1442 2012-01-12 8.919453 0 0.5042186973 0.6942966
## 1443 2012-01-13 8.726319 0 0.5045561930 0.6792629
## 1444 2012-01-14 8.739216 0 0.5048936888 0.6802669
## 1445 2012-01-15 10.261966 0 0.5052311846 0.7987988
## 1446 2012-01-16 10.569495 0 0.5055686804 0.8227371
## 1447 2012-01-17 9.561208 0 0.5059061762 0.7442513
## 1448 2012-01-18 9.604003 0 0.5062436720 0.7475825
## 1449 2012-01-19 10.086101 0 0.5065811677 0.7851093
## 1450 2012-01-20 9.728420 0 0.5069186635 0.7572672
## 1451 2012-01-21 9.412056 0 0.5072561593 0.7326412
## 1452 2012-01-22 9.843578 0 0.5075936551 0.7662312
## 1453 2012-01-23 11.572175 0 0.5079311509 0.9007864
## 1454 2012-01-24 10.281718 0 0.5082686466 0.8003363
## 1455 2012-01-25 10.169767 0 0.5086061424 0.7916220
## 1456 2012-01-26 9.682903 0 0.5089436382 0.7537241
## 1457 2012-01-27 9.895506 0 0.5092811340 0.7702733
## 1458 2012-01-28 9.376278 0 0.5096186298 0.7298562
## 1459 2012-01-29 9.582180 0 0.5099561255 0.7458838
## 1460 2012-01-30 10.341452 0 0.5102936213 0.8049861
## 1461 2012-01-31 10.333970 0 0.5106311171 0.8044037
## 1462 2012-02-01 10.218225 0 0.5109686129 0.7953940
## 1463 2012-02-02 9.734062 0 0.5113061087 0.7577064
## 1464 2012-02-03 10.187463 0 0.5116436045 0.7929994
## 1465 2012-02-04 9.888577 0 0.5119811002 0.7697339
## 1466 2012-02-05 11.075087 0 0.5123185960 0.8620927
## 1467 2012-02-06 12.673542 0 0.5126560918 0.9865176
## 1468 2012-02-07 10.924697 0 0.5129935876 0.8503862
## 1469 2012-02-08 10.181536 0 0.5133310834 0.7925381
## 1470 2012-02-09 9.863394 0 0.5136685791 0.7677737
## 1471 2012-02-10 9.925738 0 0.5140060749 0.7726266
## 1472 2012-02-11 9.401539 0 0.5143435707 0.7318226
## 1473 2012-02-12 9.334415 0 0.5146810665 0.7265975
## 1474 2012-02-13 9.147507 0 0.5150185623 0.7120485
## 1475 2012-02-14 8.913954 0 0.5153560580 0.6938686
## 1476 2012-02-15 9.180190 0 0.5156935538 0.7145926
## 1477 2012-02-16 9.057189 0 0.5160310496 0.7050181
## 1478 2012-02-17 8.712760 0 0.5163685454 0.6782075
## 1479 2012-02-18 8.403128 0 0.5167060412 0.6541055
## 1480 2012-02-19 8.294799 0 0.5170435370 0.6456731
## 1481 2012-02-20 9.115920 0 0.5173810327 0.7095897
## 1482 2012-02-21 8.951570 0 0.5177185285 0.6967966
## 1483 2012-02-22 8.351375 0 0.5180560243 0.6500770
## 1484 2012-02-23 8.653820 0 0.5183935201 0.6736195
## 1485 2012-02-24 8.642944 0 0.5187310159 0.6727730
## 1486 2012-02-25 8.716208 0 0.5190685116 0.6784759
## 1487 2012-02-26 8.364974 0 0.5194060074 0.6511356
## 1488 2012-02-27 8.373785 0 0.5197435032 0.6518214
## 1489 2012-02-28 8.517193 0 0.5200809990 0.6629844
## 1490 2012-02-29 8.318254 0 0.5204184948 0.6474989
## 1491 2012-03-01 8.395477 0 0.5207559906 0.6535100
## 1492 2012-03-02 8.322880 0 0.5210934863 0.6478590
## 1493 2012-03-03 8.245647 0 0.5214309821 0.6418471
## 1494 2012-03-04 8.631949 0 0.5217684779 0.6719171
## 1495 2012-03-05 8.310661 0 0.5221059737 0.6469078
## 1496 2012-03-06 8.432942 0 0.5224434695 0.6564262
## 1497 2012-03-07 11.644831 0 0.5227809652 0.9064420
## 1498 2012-03-08 11.363288 0 0.5231184610 0.8845265
## 1499 2012-03-09 10.692944 0 0.5234559568 0.8323465
## 1500 2012-03-10 10.334393 0 0.5237934526 0.8044366
## 1501 2012-03-11 9.986081 0 0.5241309484 0.7773237
## 1502 2012-03-12 10.282095 0 0.5244684441 0.8003657
## 1503 2012-03-13 10.194365 0 0.5248059399 0.7935367
## 1504 2012-03-14 10.095471 0 0.5251434357 0.7858387
## 1505 2012-03-15 10.146865 0 0.5254809315 0.7898393
## 1506 2012-03-16 10.140889 0 0.5258184273 0.7893741
## 1507 2012-03-17 10.209537 0 0.5261559231 0.7947177
## 1508 2012-03-18 10.033682 0 0.5264934188 0.7810290
## 1509 2012-03-19 11.082835 0 0.5268309146 0.8626958
## 1510 2012-03-20 11.174483 0 0.5271684104 0.8698298
## 1511 2012-03-21 10.779290 0 0.5275059062 0.8390676
## 1512 2012-03-22 9.947504 0 0.5278434020 0.7743209
## 1513 2012-03-23 9.376024 0 0.5281808977 0.7298365
## 1514 2012-03-24 8.997766 0 0.5285183935 0.7003925
## 1515 2012-03-25 8.832879 0 0.5288558893 0.6875577
## 1516 2012-03-26 8.898229 0 0.5291933851 0.6926445
## 1517 2012-03-27 8.764678 0 0.5295308809 0.6822488
## 1518 2012-03-28 8.541105 0 0.5298683766 0.6648457
## 1519 2012-03-29 8.396155 0 0.5302058724 0.6535627
## 1520 2012-03-30 8.312381 0 0.5305433682 0.6470417
## 1521 2012-03-31 8.341172 0 0.5308808640 0.6492828
## 1522 2012-04-01 8.130059 0 0.5312183598 0.6328496
## 1523 2012-04-02 8.358197 0 0.5315558556 0.6506081
## 1524 2012-04-03 8.355615 0 0.5318933513 0.6504071
## 1525 2012-04-04 8.181720 0 0.5322308471 0.6368710
## 1526 2012-04-05 8.109526 0 0.5325683429 0.6312513
## 1527 2012-04-06 8.064636 0 0.5329058387 0.6277571
## 1528 2012-04-07 7.823246 0 0.5332433345 0.6089671
## 1529 2012-04-08 7.854769 0 0.5335808302 0.6114209
## 1530 2012-04-09 8.101678 0 0.5339183260 0.6306404
## 1531 2012-04-10 8.090402 0 0.5342558218 0.6297627
## 1532 2012-04-11 7.989899 0 0.5345933176 0.6219395
## 1533 2012-04-12 8.098947 0 0.5349308134 0.6304278
## 1534 2012-04-13 8.653820 0 0.5352683091 0.6736195
## 1535 2012-04-14 8.041091 0 0.5356058049 0.6259243
## 1536 2012-04-15 8.049746 0 0.5359433007 0.6265980
## 1537 2012-04-16 8.221479 0 0.5362807965 0.6399658
## 1538 2012-04-17 8.170751 0 0.5366182923 0.6360172
## 1539 2012-04-18 8.335431 0 0.5369557881 0.6488360
## 1540 2012-04-19 8.256607 0 0.5372932838 0.6427002
## 1541 2012-04-20 8.057694 0 0.5376307796 0.6272167
## 1542 2012-04-21 7.707962 0 0.5379682754 0.5999933
## 1543 2012-04-22 7.917172 0 0.5383057712 0.6162784
## 1544 2012-04-23 8.260234 0 0.5386432670 0.6429826
## 1545 2012-04-24 8.288032 0 0.5389807627 0.6451463
## 1546 2012-04-25 8.368693 0 0.5393182585 0.6514251
## 1547 2012-04-26 8.633553 0 0.5396557543 0.6720420
## 1548 2012-04-27 9.272470 0 0.5399932501 0.7217757
## 1549 2012-04-28 8.675564 0 0.5403307459 0.6753121
## 1550 2012-04-29 8.483430 0 0.5406682416 0.6603562
## 1551 2012-05-01 8.171882 0 0.5413432332 0.6361052
## 1552 2012-05-02 8.206584 0 0.5416807290 0.6388064
## 1553 2012-05-03 8.188967 0 0.5420182248 0.6374351
## 1554 2012-05-04 8.030735 0 0.5423557206 0.6251182
## 1555 2012-05-05 8.054840 0 0.5426932163 0.6269945
## 1556 2012-05-06 9.155145 0 0.5430307121 0.7126430
## 1557 2012-05-07 8.833317 0 0.5433682079 0.6875917
## 1558 2012-05-08 8.349721 0 0.5437057037 0.6499483
## 1559 2012-05-09 8.183397 0 0.5440431995 0.6370015
## 1560 2012-05-10 7.956477 0 0.5443806952 0.6193379
## 1561 2012-05-11 7.869402 0 0.5447181910 0.6125599
## 1562 2012-05-12 7.709308 0 0.5450556868 0.6000981
## 1563 2012-05-13 7.819234 0 0.5453931826 0.6086548
## 1564 2012-05-14 7.832411 0 0.5457306784 0.6096805
## 1565 2012-05-15 7.886833 0 0.5460681741 0.6139167
## 1566 2012-05-16 8.037866 0 0.5464056699 0.6256733
## 1567 2012-05-17 7.952615 0 0.5467431657 0.6190373
## 1568 2012-05-18 7.767687 0 0.5470806615 0.6046424
## 1569 2012-05-19 7.478170 0 0.5474181573 0.5821061
## 1570 2012-05-20 7.539027 0 0.5477556531 0.5868433
## 1571 2012-05-21 7.997999 0 0.5480931488 0.6225700
## 1572 2012-05-22 8.309677 0 0.5484306446 0.6468312
## 1573 2012-05-23 8.028781 0 0.5487681404 0.6249661
## 1574 2012-05-24 7.790282 0 0.5491056362 0.6064012
## 1575 2012-05-25 7.761745 0 0.5494431320 0.6041798
## 1576 2012-05-26 7.476472 0 0.5497806277 0.5819740
## 1577 2012-05-27 7.639642 0 0.5501181235 0.5946752
## 1578 2012-05-28 7.655864 0 0.5504556193 0.5959380
## 1579 2012-05-29 7.819636 0 0.5507931151 0.6086861
## 1580 2012-05-30 7.813592 0 0.5511306109 0.6082156
## 1581 2012-05-31 7.990577 0 0.5514681066 0.6219922
## 1582 2012-06-01 7.812783 0 0.5518056024 0.6081526
## 1583 2012-06-02 7.657755 0 0.5521430982 0.5960852
## 1584 2012-06-03 7.694393 0 0.5524805940 0.5989371
## 1585 2012-06-04 7.841493 0 0.5528180898 0.6103874
## 1586 2012-06-05 7.933438 0 0.5531555856 0.6175445
## 1587 2012-06-06 7.651120 0 0.5534930813 0.5955687
## 1588 2012-06-07 7.723562 0 0.5538305771 0.6012076
## 1589 2012-06-08 7.880048 0 0.5541680729 0.6133886
## 1590 2012-06-09 7.940940 0 0.5545055687 0.6181285
## 1591 2012-06-10 7.758761 0 0.5548430645 0.6039475
## 1592 2012-06-11 7.633370 0 0.5551805602 0.5941870
## 1593 2012-06-12 7.848543 0 0.5555180560 0.6109363
## 1594 2012-06-13 7.897296 0 0.5558555518 0.6147312
## 1595 2012-06-14 7.722235 0 0.5561930476 0.6011043
## 1596 2012-06-15 7.712444 0 0.5565305434 0.6003422
## 1597 2012-06-16 7.539559 0 0.5568680391 0.5868847
## 1598 2012-06-17 7.911691 0 0.5572055349 0.6158517
## 1599 2012-06-18 7.801391 0 0.5575430307 0.6072659
## 1600 2012-06-19 8.401333 0 0.5578805265 0.6539658
## 1601 2012-06-20 8.181441 0 0.5582180223 0.6368492
## 1602 2012-06-21 7.862882 0 0.5585555181 0.6120524
## 1603 2012-06-22 7.924072 0 0.5588930138 0.6168155
## 1604 2012-06-23 7.566828 0 0.5592305096 0.5890074
## 1605 2012-06-24 7.519150 0 0.5595680054 0.5852960
## 1606 2012-06-25 7.648740 0 0.5599055012 0.5953834
## 1607 2012-06-26 7.770645 0 0.5602429970 0.6048726
## 1608 2012-06-27 7.609862 0 0.5605804927 0.5923571
## 1609 2012-06-28 7.591862 0 0.5609179885 0.5909560
## 1610 2012-06-29 7.539027 0 0.5612554843 0.5868433
## 1611 2012-06-30 7.345365 0 0.5615929801 0.5717685
## 1612 2012-07-01 7.463363 0 0.5619304759 0.5809535
## 1613 2012-07-02 7.514800 0 0.5622679717 0.5849574
## 1614 2012-07-03 7.642524 0 0.5626054674 0.5948996
## 1615 2012-07-04 7.676010 0 0.5629429632 0.5975061
## 1616 2012-07-05 7.557995 0 0.5632804590 0.5883198
## 1617 2012-07-06 7.688913 0 0.5636179548 0.5985105
## 1618 2012-07-07 7.606387 0 0.5639554506 0.5920867
## 1619 2012-07-08 7.582229 0 0.5642929463 0.5902062
## 1620 2012-07-09 7.741968 0 0.5646304421 0.6026403
## 1621 2012-07-10 7.782390 0 0.5649679379 0.6057869
## 1622 2012-07-11 8.006368 0 0.5653054337 0.6232214
## 1623 2012-07-12 8.651025 0 0.5656429295 0.6734020
## 1624 2012-07-13 8.403576 0 0.5659804252 0.6541404
## 1625 2012-07-14 8.385032 0 0.5663179210 0.6526969
## 1626 2012-07-15 8.028129 0 0.5666554168 0.6249153
## 1627 2012-07-16 7.957877 0 0.5669929126 0.6194469
## 1628 2012-07-17 7.995307 0 0.5673304084 0.6223604
## 1629 2012-07-18 7.992269 0 0.5676679042 0.6221239
## 1630 2012-07-19 7.935945 0 0.5680053999 0.6177397
## 1631 2012-07-20 7.987864 0 0.5683428957 0.6217811
## 1632 2012-07-21 7.783641 0 0.5686803915 0.6058842
## 1633 2012-07-22 7.808729 0 0.5690178873 0.6078371
## 1634 2012-07-23 8.053251 0 0.5693553831 0.6268709
## 1635 2012-07-24 7.975908 0 0.5696928788 0.6208504
## 1636 2012-07-25 8.122371 0 0.5700303746 0.6322512
## 1637 2012-07-26 8.559869 0 0.5703678704 0.6663064
## 1638 2012-07-27 8.927447 0 0.5707053662 0.6949189
## 1639 2012-07-28 8.285765 0 0.5710428620 0.6449699
## 1640 2012-07-29 8.283999 0 0.5713803577 0.6448325
## 1641 2012-07-30 8.163371 0 0.5717178535 0.6354427
## 1642 2012-07-31 7.914252 0 0.5720553493 0.6160511
## 1643 2012-08-01 7.864420 0 0.5723928451 0.6121721
## 1644 2012-08-02 8.072155 0 0.5727303409 0.6283424
## 1645 2012-08-03 8.080237 0 0.5730678367 0.6289715
## 1646 2012-08-04 8.120886 0 0.5734053324 0.6321356
## 1647 2012-08-05 8.113127 0 0.5737428282 0.6315316
## 1648 2012-08-06 8.144389 0 0.5740803240 0.6339651
## 1649 2012-08-07 8.064636 0 0.5744178198 0.6277571
## 1650 2012-08-08 7.944847 0 0.5747553156 0.6184326
## 1651 2012-08-09 8.241440 0 0.5750928113 0.6415196
## 1652 2012-08-10 9.007367 0 0.5754303071 0.7011399
## 1653 2012-08-11 8.662332 0 0.5757678029 0.6742821
## 1654 2012-08-12 8.800566 0 0.5761052987 0.6850424
## 1655 2012-08-13 8.374246 0 0.5764427945 0.6518573
## 1656 2012-08-14 8.564077 0 0.5767802902 0.6666339
## 1657 2012-08-15 8.384347 0 0.5771177860 0.6526436
## 1658 2012-08-16 8.126518 0 0.5774552818 0.6325740
## 1659 2012-08-17 8.390723 0 0.5777927776 0.6531399
## 1660 2012-08-18 8.335192 0 0.5781302734 0.6488173
## 1661 2012-08-19 8.927845 0 0.5784677692 0.6949499
## 1662 2012-08-20 9.007979 0 0.5788052649 0.7011876
## 1663 2012-08-21 8.378161 0 0.5791427607 0.6521621
## 1664 2012-08-22 8.203304 0 0.5794802565 0.6385511
## 1665 2012-08-23 8.385717 0 0.5798177523 0.6527502
## 1666 2012-08-24 8.311153 0 0.5801552481 0.6469461
## 1667 2012-08-25 8.741456 0 0.5804927438 0.6804412
## 1668 2012-08-26 9.442959 0 0.5808302396 0.7350467
## 1669 2012-08-27 9.145909 0 0.5811677354 0.7119241
## 1670 2012-08-28 8.589514 0 0.5815052312 0.6686139
## 1671 2012-08-29 8.464847 0 0.5818427270 0.6589097
## 1672 2012-08-30 8.365905 0 0.5821802227 0.6512081
## 1673 2012-08-31 8.565412 0 0.5825177185 0.6667378
## 1674 2012-09-01 8.472405 0 0.5828552143 0.6594981
## 1675 2012-09-02 8.966484 0 0.5831927101 0.6979575
## 1676 2012-09-03 8.560061 0 0.5835302059 0.6663213
## 1677 2012-09-04 8.469053 0 0.5838677017 0.6592372
## 1678 2012-09-05 8.743851 0 0.5842051974 0.6806276
## 1679 2012-09-06 10.013821 0 0.5845426932 0.7794830
## 1680 2012-09-07 8.691146 0 0.5848801890 0.6765251
## 1681 2012-09-08 8.780941 0 0.5852176848 0.6835148
## 1682 2012-09-09 9.839002 0 0.5855551806 0.7658750
## 1683 2012-09-10 11.614940 0 0.5858926763 0.9041153
## 1684 2012-09-11 9.628656 0 0.5862301721 0.7495015
## 1685 2012-09-12 8.782936 0 0.5865676679 0.6836701
## 1686 2012-09-13 8.681181 0 0.5869051637 0.6757494
## 1687 2012-09-14 9.000976 0 0.5872426595 0.7006425
## 1688 2012-09-15 8.746239 0 0.5875801552 0.6808135
## 1689 2012-09-16 9.807252 0 0.5879176510 0.7634035
## 1690 2012-09-17 9.612667 0 0.5882551468 0.7482569
## 1691 2012-09-18 10.592099 0 0.5885926426 0.8244966
## 1692 2012-09-19 8.755422 0 0.5889301384 0.6815284
## 1693 2012-09-20 8.560636 0 0.5892676342 0.6663660
## 1694 2012-09-21 9.405167 0 0.5896051299 0.7321049
## 1695 2012-09-22 8.458080 0 0.5899426257 0.6583830
## 1696 2012-09-23 9.549594 0 0.5902801215 0.7433473
## 1697 2012-09-24 9.606024 0 0.5906176173 0.7477398
## 1698 2012-09-25 8.677269 0 0.5909551131 0.6754449
## 1699 2012-09-26 8.171034 0 0.5912926088 0.6360392
## 1700 2012-09-27 8.241440 0 0.5916301046 0.6415196
## 1701 2012-09-28 8.510974 0 0.5919676004 0.6625003
## 1702 2012-09-29 8.323608 0 0.5923050962 0.6479157
## 1703 2012-09-30 9.259226 0 0.5926425920 0.7207448
## 1704 2012-10-01 9.849665 0 0.5929800877 0.7667050
## 1705 2012-10-02 8.833171 0 0.5933175835 0.6875804
## 1706 2012-10-03 8.497806 0 0.5936550793 0.6614754
## 1707 2012-10-04 8.634087 0 0.5939925751 0.6720835
## 1708 2012-10-05 9.042277 0 0.5943300709 0.7038573
## 1709 2012-10-06 8.550048 0 0.5946675667 0.6655418
## 1710 2012-10-07 9.818093 0 0.5950050624 0.7642474
## 1711 2012-10-08 9.902087 0 0.5953425582 0.7707855
## 1712 2012-10-09 8.916372 0 0.5956800540 0.6940568
## 1713 2012-10-10 8.332068 0 0.5960175498 0.6485741
## 1714 2012-10-11 8.236685 0 0.5963550456 0.6411495
## 1715 2012-10-12 8.401782 0 0.5966925413 0.6540008
## 1716 2012-10-13 8.241703 0 0.5970300371 0.6415401
## 1717 2012-10-14 9.035630 0 0.5973675329 0.7033399
## 1718 2012-10-15 9.104091 0 0.5977050287 0.7086689
## 1719 2012-10-16 10.832142 0 0.5980425245 0.8431817
## 1720 2012-10-17 8.778788 0 0.5983800202 0.6833472
## 1721 2012-10-18 8.480114 0 0.5987175160 0.6600982
## 1722 2012-10-19 8.489411 0 0.5990550118 0.6608218
## 1723 2012-10-20 8.250620 0 0.5993925076 0.6422342
## 1724 2012-10-21 9.543450 0 0.5997300034 0.7428690
## 1725 2012-10-22 9.097172 0 0.6000674992 0.7081304
## 1726 2012-10-23 8.669399 0 0.6004049949 0.6748323
## 1727 2012-10-24 8.349248 0 0.6007424907 0.6499114
## 1728 2012-10-25 8.340695 0 0.6010799865 0.6492457
## 1729 2012-10-26 8.494743 0 0.6014174823 0.6612369
## 1730 2012-10-27 8.533263 0 0.6017549781 0.6642353
## 1731 2012-10-28 9.219796 0 0.6020924738 0.7176755
## 1732 2012-10-29 10.444299 0 0.6024299696 0.8129917
## 1733 2012-10-30 8.876963 0 0.6027674654 0.6909892
## 1734 2012-10-31 8.681860 0 0.6031049612 0.6758022
## 1735 2012-11-01 8.498214 0 0.6034424570 0.6615071
## 1736 2012-11-02 8.568456 0 0.6037799528 0.6669748
## 1737 2012-11-03 8.458716 0 0.6041174485 0.6584325
## 1738 2012-11-04 9.718182 0 0.6044549443 0.7564702
## 1739 2012-11-05 9.687009 0 0.6047924401 0.7540438
## 1740 2012-11-06 8.830104 0 0.6051299359 0.6873417
## 1741 2012-11-07 8.387995 0 0.6054674317 0.6529276
## 1742 2012-11-08 8.498418 0 0.6058049274 0.6615230
## 1743 2012-11-09 8.847216 0 0.6061424232 0.6886737
## 1744 2012-11-10 8.280964 0 0.6064799190 0.6445962
## 1745 2012-11-11 9.264923 0 0.6068174148 0.7211883
## 1746 2012-11-12 9.111735 0 0.6071549106 0.7092640
## 1747 2012-11-13 8.706821 0 0.6074924063 0.6777452
## 1748 2012-11-14 8.331827 0 0.6078299021 0.6485554
## 1749 2012-11-15 8.366603 0 0.6081673979 0.6512624
## 1750 2012-11-16 8.276903 0 0.6085048937 0.6442801
## 1751 2012-11-17 8.129470 0 0.6088423895 0.6328038
## 1752 2012-11-18 9.179159 0 0.6091798853 0.7145123
## 1753 2012-11-19 9.685580 0 0.6095173810 0.7539325
## 1754 2012-11-20 8.655214 0 0.6098548768 0.6737281
## 1755 2012-11-21 8.294550 0 0.6101923726 0.6456537
## 1756 2012-11-22 8.652248 0 0.6105298684 0.6734972
## 1757 2012-11-23 8.929700 0 0.6108673642 0.6950943
## 1758 2012-11-24 8.395929 0 0.6112048599 0.6535451
## 1759 2012-11-25 9.467537 0 0.6115423557 0.7369599
## 1760 2012-11-26 9.889794 0 0.6118798515 0.7698287
## 1761 2012-11-27 8.849227 0 0.6122173473 0.6888302
## 1762 2012-11-28 8.614320 0 0.6125548431 0.6705448
## 1763 2012-11-29 8.481566 0 0.6128923388 0.6602112
## 1764 2012-11-30 8.749098 0 0.6132298346 0.6810361
## 1765 2012-12-01 8.653645 0 0.6135673304 0.6736060
## 1766 2012-12-02 9.348275 0 0.6139048262 0.7276764
## 1767 2012-12-03 9.676838 0 0.6142423220 0.7532520
## 1768 2012-12-04 9.642902 0 0.6145798178 0.7506104
## 1769 2012-12-05 8.728912 0 0.6149173135 0.6794648
## 1770 2012-12-06 8.778942 0 0.6152548093 0.6833591
## 1771 2012-12-07 9.960577 0 0.6155923051 0.7753384
## 1772 2012-12-08 8.737773 0 0.6159298009 0.6801546
## 1773 2012-12-09 9.252633 0 0.6162672967 0.7202316
## 1774 2012-12-10 9.266248 0 0.6166047924 0.7212914
## 1775 2012-12-11 9.427305 0 0.6169422882 0.7338282
## 1776 2012-12-12 8.793005 0 0.6172797840 0.6844538
## 1777 2012-12-13 8.703009 0 0.6176172798 0.6774484
## 1778 2012-12-14 8.439448 0 0.6179547756 0.6569327
## 1779 2012-12-15 8.291045 0 0.6182922713 0.6453809
## 1780 2012-12-16 9.313258 0 0.6186297671 0.7249507
## 1781 2012-12-17 9.347926 0 0.6189672629 0.7276493
## 1782 2012-12-18 8.791486 0 0.6193047587 0.6843356
## 1783 2012-12-19 8.518992 0 0.6196422545 0.6631244
## 1784 2012-12-20 8.412943 0 0.6199797503 0.6548695
## 1785 2012-12-21 8.296796 0 0.6203172460 0.6458285
## 1786 2012-12-22 8.212568 0 0.6206547418 0.6392722
## 1787 2012-12-23 9.256556 0 0.6209922376 0.7205369
## 1788 2012-12-24 9.652266 0 0.6213297334 0.7513393
## 1789 2012-12-25 8.637462 0 0.6216672292 0.6723462
## 1790 2012-12-26 8.607765 0 0.6220047249 0.6700346
## 1791 2012-12-27 8.965335 0 0.6223422207 0.6978681
## 1792 2012-12-28 8.683724 0 0.6226797165 0.6759473
## 1793 2012-12-29 8.532673 0 0.6230172123 0.6641894
## 1794 2012-12-30 9.490167 0 0.6233547081 0.7387214
## 1795 2012-12-31 10.142859 0 0.6236922038 0.7895274
## 1796 2013-01-01 9.111624 0 0.6240296996 0.7092554
## 1797 2013-01-02 9.085004 0 0.6243671954 0.7071832
## 1798 2013-01-03 9.055089 0 0.6247046912 0.7048546
## 1799 2013-01-04 9.336268 0 0.6250421870 0.7267418
## 1800 2013-01-05 9.239608 0 0.6253796828 0.7192177
## 1801 2013-01-06 10.132732 0 0.6257171785 0.7887392
## 1802 2013-01-07 9.491224 0 0.6260546743 0.7388037
## 1803 2013-01-08 9.112286 0 0.6263921701 0.7093069
## 1804 2013-01-09 9.063579 0 0.6267296659 0.7055155
## 1805 2013-01-10 8.972971 0 0.6270671617 0.6984625
## 1806 2013-01-11 9.145482 0 0.6274046574 0.7118909
## 1807 2013-01-12 10.541862 0 0.6277421532 0.8205861
## 1808 2013-01-13 11.507521 0 0.6280796490 0.8957537
## 1809 2013-01-14 10.193168 0 0.6284171448 0.7934435
## 1810 2013-01-15 9.279960 0 0.6287546406 0.7223587
## 1811 2013-01-16 8.846353 0 0.6290921363 0.6886065
## 1812 2013-01-17 8.732627 0 0.6294296321 0.6797540
## 1813 2013-01-18 8.655040 0 0.6297671279 0.6737145
## 1814 2013-01-19 8.454466 0 0.6301046237 0.6581017
## 1815 2013-01-20 8.963672 0 0.6304421195 0.6977387
## 1816 2013-01-21 10.021093 0 0.6307796153 0.7800491
## 1817 2013-01-22 9.005650 0 0.6311171110 0.7010063
## 1818 2013-01-23 8.860925 0 0.6314546068 0.6897407
## 1819 2013-01-24 8.585226 0 0.6317921026 0.6682801
## 1820 2013-01-25 8.536211 0 0.6321295984 0.6644648
## 1821 2013-01-26 8.458504 0 0.6324670942 0.6584160
## 1822 2013-01-27 8.534444 0 0.6328045899 0.6643272
## 1823 2013-01-28 10.104222 0 0.6331420857 0.7865199
## 1824 2013-01-29 8.650675 0 0.6334795815 0.6733747
## 1825 2013-01-30 8.512181 0 0.6338170773 0.6625943
## 1826 2013-01-31 8.485496 0 0.6341545731 0.6605171
## 1827 2013-02-01 8.577912 0 0.6344920688 0.6677108
## 1828 2013-02-02 8.549854 0 0.6348295646 0.6655268
## 1829 2013-02-03 9.606226 0 0.6351670604 0.7477556
## 1830 2013-02-04 10.026192 0 0.6355045562 0.7804460
## 1831 2013-02-05 8.870242 0 0.6358420520 0.6904660
## 1832 2013-02-06 8.527935 0 0.6361795478 0.6638206
## 1833 2013-02-07 8.383433 0 0.6365170435 0.6525725
## 1834 2013-02-08 8.200837 0 0.6368545393 0.6383591
## 1835 2013-02-09 8.092851 0 0.6371920351 0.6299533
## 1836 2013-02-10 8.038835 0 0.6375295309 0.6257487
## 1837 2013-02-11 8.086410 0 0.6378670267 0.6294520
## 1838 2013-02-12 8.036573 0 0.6382045224 0.6255726
## 1839 2013-02-13 7.975221 0 0.6385420182 0.6207969
## 1840 2013-02-14 7.842671 0 0.6388795140 0.6104792
## 1841 2013-02-15 7.893572 0 0.6392170098 0.6144413
## 1842 2013-02-16 7.817625 0 0.6395545056 0.6085296
## 1843 2013-02-17 7.822845 0 0.6398920013 0.6089359
## 1844 2013-02-18 7.967280 0 0.6402294971 0.6201788
## 1845 2013-02-19 8.006701 0 0.6405669929 0.6232473
## 1846 2013-02-20 7.911324 0 0.6409044887 0.6158231
## 1847 2013-02-21 7.851661 0 0.6412419845 0.6111789
## 1848 2013-02-22 7.872074 0 0.6415794803 0.6127679
## 1849 2013-02-23 7.753624 0 0.6419169760 0.6035476
## 1850 2013-02-24 7.682943 0 0.6422544718 0.5980458
## 1851 2013-02-25 7.843849 0 0.6425919676 0.6105708
## 1852 2013-02-26 8.191463 0 0.6429294634 0.6376294
## 1853 2013-02-27 7.978311 0 0.6432669592 0.6210375
## 1854 2013-02-28 7.923348 0 0.6436044549 0.6167591
## 1855 2013-03-01 7.871311 0 0.6439419507 0.6127085
## 1856 2013-03-02 7.743703 0 0.6442794465 0.6027754
## 1857 2013-03-03 7.778630 0 0.6446169423 0.6054942
## 1858 2013-03-04 7.835184 0 0.6449544381 0.6098963
## 1859 2013-03-05 7.838343 0 0.6452919339 0.6101423
## 1860 2013-03-06 7.846199 0 0.6456294296 0.6107537
## 1861 2013-03-07 7.920447 0 0.6459669254 0.6165332
## 1862 2013-03-08 7.757906 0 0.6463044212 0.6038810
## 1863 2013-03-09 7.586296 0 0.6466419170 0.5905228
## 1864 2013-03-10 7.514800 0 0.6469794128 0.5849574
## 1865 2013-03-11 7.757906 0 0.6473169085 0.6038810
## 1866 2013-03-12 7.803435 0 0.6476544043 0.6074250
## 1867 2013-03-13 8.078998 0 0.6479919001 0.6288750
## 1868 2013-03-14 8.380686 0 0.6483293959 0.6523586
## 1869 2013-03-15 8.064322 0 0.6486668917 0.6277326
## 1870 2013-03-16 7.852828 0 0.6490043874 0.6112698
## 1871 2013-03-17 7.903966 0 0.6493418832 0.6152504
## 1872 2013-03-18 7.844633 0 0.6496793790 0.6106318
## 1873 2013-03-19 7.889459 0 0.6500168748 0.6141212
## 1874 2013-03-20 8.225503 0 0.6503543706 0.6402791
## 1875 2013-03-21 8.540714 0 0.6506918664 0.6648153
## 1876 2013-03-22 8.019284 0 0.6510293621 0.6242268
## 1877 2013-03-23 7.831220 0 0.6513668579 0.6095878
## 1878 2013-03-24 8.433159 0 0.6517043537 0.6564432
## 1879 2013-03-25 8.096208 0 0.6520418495 0.6302147
## 1880 2013-03-26 7.866339 0 0.6523793453 0.6123215
## 1881 2013-03-27 7.779049 0 0.6527168410 0.6055267
## 1882 2013-03-28 7.773594 0 0.6530543368 0.6051022
## 1883 2013-03-29 7.772753 0 0.6533918326 0.6050367
## 1884 2013-03-30 7.768110 0 0.6537293284 0.6046753
## 1885 2013-03-31 7.480992 0 0.6540668242 0.5823258
## 1886 2013-04-01 7.743703 0 0.6544043199 0.6027754
## 1887 2013-04-02 7.596392 0 0.6547418157 0.5913086
## 1888 2013-04-03 7.680637 0 0.6550793115 0.5978663
## 1889 2013-04-04 7.538495 0 0.6554168073 0.5868019
## 1890 2013-04-05 7.450080 0 0.6557543031 0.5799195
## 1891 2013-04-06 7.443078 0 0.6560917989 0.5793746
## 1892 2013-04-07 7.548556 0 0.6564292946 0.5875850
## 1893 2013-04-08 7.640604 0 0.6567667904 0.5947501
## 1894 2013-04-09 7.676474 0 0.6571042862 0.5975422
## 1895 2013-04-10 7.567346 0 0.6574417820 0.5890476
## 1896 2013-04-11 8.076826 0 0.6577792778 0.6287059
## 1897 2013-04-12 7.701200 0 0.6581167735 0.5994670
## 1898 2013-04-13 7.368340 0 0.6584542693 0.5735569
## 1899 2013-04-14 7.366445 0 0.6587917651 0.5734094
## 1900 2013-04-15 7.486613 0 0.6591292609 0.5827634
## 1901 2013-04-16 7.574045 0 0.6594667567 0.5895691
## 1902 2013-04-17 7.568896 0 0.6598042524 0.5891683
## 1903 2013-04-18 7.639642 0 0.6601417482 0.5946752
## 1904 2013-04-19 7.853216 0 0.6604792440 0.6113000
## 1905 2013-04-20 7.311886 0 0.6608167398 0.5691625
## 1906 2013-04-21 7.536364 0 0.6611542356 0.5866360
## 1907 2013-04-22 7.682482 0 0.6614917314 0.5980099
## 1908 2013-04-23 7.731931 0 0.6618292271 0.6018590
## 1909 2013-04-24 8.012018 0 0.6621667229 0.6236613
## 1910 2013-04-25 7.980366 0 0.6625042187 0.6211974
## 1911 2013-04-26 8.171317 0 0.6628417145 0.6360612
## 1912 2013-04-27 7.977968 0 0.6631792103 0.6210108
## 1913 2013-04-28 7.794823 0 0.6635167060 0.6067546
## 1914 2013-04-29 8.304247 0 0.6638542018 0.6464086
## 1915 2013-04-30 8.056427 0 0.6641916976 0.6271180
## 1916 2013-05-01 7.777793 0 0.6645291934 0.6054290
## 1917 2013-05-02 8.228978 0 0.6648666892 0.6405495
## 1918 2013-05-03 7.900637 0 0.6652041849 0.6149912
## 1919 2013-05-04 7.461640 0 0.6655416807 0.5808194
## 1920 2013-05-05 7.549083 0 0.6658791765 0.5876260
## 1921 2013-05-06 7.816820 0 0.6662166723 0.6084669
## 1922 2013-05-07 7.722235 0 0.6665541681 0.6011043
## 1923 2013-05-08 7.715570 0 0.6668916639 0.6005855
## 1924 2013-05-09 7.726213 0 0.6672291596 0.6014139
## 1925 2013-05-10 7.581720 0 0.6675666554 0.5901665
## 1926 2013-05-11 7.265430 0 0.6679041512 0.5655463
## 1927 2013-05-12 7.301148 0 0.6682416470 0.5683266
## 1928 2013-05-13 7.474205 0 0.6685791428 0.5817975
## 1929 2013-05-14 7.588830 0 0.6689166385 0.5907200
## 1930 2013-05-15 7.610853 0 0.6692541343 0.5924342
## 1931 2013-05-16 7.647786 0 0.6695916301 0.5953092
## 1932 2013-05-17 7.601902 0 0.6699291259 0.5917375
## 1933 2013-05-18 7.254178 0 0.6702666217 0.5646704
## 1934 2013-05-19 7.180070 0 0.6706041174 0.5589018
## 1935 2013-05-20 7.377134 0 0.6709416132 0.5742414
## 1936 2013-05-21 7.575072 0 0.6712791090 0.5896490
## 1937 2013-05-22 7.507141 0 0.6716166048 0.5843613
## 1938 2013-05-23 7.585789 0 0.6719541006 0.5904832
## 1939 2013-05-24 7.407318 0 0.6722915964 0.5765909
## 1940 2013-05-25 7.030857 0 0.6726290921 0.5472870
## 1941 2013-05-26 7.150701 0 0.6729665879 0.5566157
## 1942 2013-05-27 7.254178 0 0.6733040837 0.5646704
## 1943 2013-05-28 7.450661 0 0.6736415795 0.5799648
## 1944 2013-05-29 7.551187 0 0.6739790753 0.5877898
## 1945 2013-05-30 7.613325 0 0.6743165710 0.5926267
## 1946 2013-05-31 7.427144 0 0.6746540668 0.5781342
## 1947 2013-06-01 7.350516 0 0.6749915626 0.5721695
## 1948 2013-06-02 7.288244 0 0.6753290584 0.5673222
## 1949 2013-06-03 7.434848 0 0.6756665542 0.5787339
## 1950 2013-06-04 7.537430 0 0.6760040499 0.5867190
## 1951 2013-06-05 7.352441 0 0.6763415457 0.5723193
## 1952 2013-06-06 7.282074 0 0.6766790415 0.5668418
## 1953 2013-06-07 7.303170 0 0.6770165373 0.5684840
## 1954 2013-06-08 7.293698 0 0.6773540331 0.5677467
## 1955 2013-06-09 7.229839 0 0.6776915289 0.5627758
## 1956 2013-06-10 7.575072 0 0.6780290246 0.5896490
## 1957 2013-06-11 7.974189 0 0.6783665204 0.6207166
## 1958 2013-06-12 7.615791 0 0.6787040162 0.5928186
## 1959 2013-06-13 7.474205 0 0.6790415120 0.5817975
## 1960 2013-06-14 7.334329 0 0.6793790078 0.5709095
## 1961 2013-06-15 7.319202 0 0.6797165035 0.5697320
## 1962 2013-06-16 7.404888 0 0.6800539993 0.5764018
## 1963 2013-06-17 7.424762 0 0.6803914951 0.5779488
## 1964 2013-06-18 7.470224 0 0.6807289909 0.5814876
## 1965 2013-06-19 7.367709 0 0.6810664867 0.5735077
## 1966 2013-06-20 7.284135 0 0.6814039825 0.5670023
## 1967 2013-06-21 7.325808 0 0.6817414782 0.5702461
## 1968 2013-06-22 7.290975 0 0.6820789740 0.5675347
## 1969 2013-06-23 7.191429 0 0.6824164698 0.5597860
## 1970 2013-06-24 7.289611 0 0.6827539656 0.5674285
## 1971 2013-06-25 7.332369 0 0.6830914614 0.5707569
## 1972 2013-06-26 7.395722 0 0.6834289571 0.5756883
## 1973 2013-06-27 7.567346 0 0.6837664529 0.5890476
## 1974 2013-06-28 7.621195 0 0.6841039487 0.5932393
## 1975 2013-06-29 7.268920 0 0.6844414445 0.5658180
## 1976 2013-06-30 7.269617 0 0.6847789403 0.5658722
## 1977 2013-07-01 7.307873 0 0.6851164360 0.5688501
## 1978 2013-07-02 7.281386 0 0.6854539318 0.5667883
## 1979 2013-07-03 7.321189 0 0.6857914276 0.5698866
## 1980 2013-07-04 7.512071 0 0.6861289234 0.5847450
## 1981 2013-07-05 7.500529 0 0.6864664192 0.5838466
## 1982 2013-07-06 7.113142 0 0.6868039150 0.5536921
## 1983 2013-07-07 7.142037 0 0.6871414107 0.5559413
## 1984 2013-07-08 7.323831 0 0.6874789065 0.5700922
## 1985 2013-07-09 7.428927 0 0.6878164023 0.5782730
## 1986 2013-07-10 7.528869 0 0.6881538981 0.5860526
## 1987 2013-07-11 7.419980 0 0.6884913939 0.5775766
## 1988 2013-07-12 7.473069 0 0.6888288896 0.5817091
## 1989 2013-07-13 7.337588 0 0.6891663854 0.5711631
## 1990 2013-07-14 7.354362 0 0.6895038812 0.5724688
## 1991 2013-07-15 7.582738 0 0.6898413770 0.5902458
## 1992 2013-07-16 7.626083 0 0.6901788728 0.5936198
## 1993 2013-07-17 7.759614 0 0.6905163685 0.6040139
## 1994 2013-07-18 7.940584 0 0.6908538643 0.6181007
## 1995 2013-07-19 7.590852 0 0.6911913601 0.5908774
## 1996 2013-07-20 7.418181 0 0.6915288559 0.5774365
## 1997 2013-07-21 7.411556 0 0.6918663517 0.5769209
## 1998 2013-07-22 7.597898 0 0.6922038475 0.5914258
## 1999 2013-07-24 6.635947 0 0.6928788390 0.5165468
## 2000 2013-07-25 7.647309 0 0.6932163348 0.5952720
## 2001 2013-07-26 7.827640 0 0.6935538306 0.6093091
## 2002 2013-07-27 7.633854 0 0.6938913264 0.5942246
## 2003 2013-07-28 8.530307 0 0.6942288221 0.6640052
## 2004 2013-07-29 8.529517 0 0.6945663179 0.6639437
## 2005 2013-07-30 7.851272 0 0.6949038137 0.6111486
## 2006 2013-07-31 7.795647 0 0.6952413095 0.6068187
## 2007 2013-08-01 7.582229 0 0.6955788053 0.5902062
## 2008 2013-08-02 7.438972 0 0.6959163010 0.5790549
## 2009 2013-08-03 7.638680 0 0.6962537968 0.5946003
## 2010 2013-08-04 7.527256 0 0.6965912926 0.5859270
## 2011 2013-08-05 7.724888 0 0.6969287884 0.6013109
## 2012 2013-08-06 7.913521 0 0.6972662842 0.6159942
## 2013 2013-08-07 8.659560 0 0.6976037800 0.6740664
## 2014 2013-08-08 8.295798 0 0.6979412757 0.6457509
## 2015 2013-08-09 8.132413 0 0.6982787715 0.6330328
## 2016 2013-08-10 7.925519 0 0.6986162673 0.6169281
## 2017 2013-08-11 7.828436 0 0.6989537631 0.6093711
## 2018 2013-08-12 7.844241 0 0.6992912589 0.6106013
## 2019 2013-08-13 7.776954 0 0.6996287546 0.6053637
## 2020 2013-08-14 7.766841 0 0.6999662504 0.6045764
## 2021 2013-08-15 7.789869 0 0.7003037462 0.6063690
## 2022 2013-08-16 7.693937 0 0.7006412420 0.5989016
## 2023 2013-08-17 7.715570 0 0.7009787378 0.6005855
## 2024 2013-08-18 8.152774 0 0.7013162335 0.6346178
## 2025 2013-08-19 8.252967 0 0.7016537293 0.6424169
## 2026 2013-08-20 7.941296 0 0.7019912251 0.6181561
## 2027 2013-08-21 7.809541 0 0.7023287209 0.6079003
## 2028 2013-08-22 7.819234 0 0.7026662167 0.6086548
## 2029 2013-08-23 7.812378 0 0.7030037125 0.6081211
## 2030 2013-08-24 7.545390 0 0.7033412082 0.5873386
## 2031 2013-08-25 8.474286 0 0.7036787040 0.6596445
## 2032 2013-08-26 7.791936 0 0.7040161998 0.6065299
## 2033 2013-08-27 7.668094 0 0.7043536956 0.5968899
## 2034 2013-08-28 7.805475 0 0.7046911914 0.6075837
## 2035 2013-08-29 7.967280 0 0.7050286871 0.6201788
## 2036 2013-08-30 7.994295 0 0.7053661829 0.6222817
## 2037 2013-08-31 7.809541 0 0.7057036787 0.6079003
## 2038 2013-09-01 8.703175 0 0.7060411745 0.6774614
## 2039 2013-09-02 7.967280 0 0.7063786703 0.6201788
## 2040 2013-09-03 8.096208 0 0.7067161660 0.6302147
## 2041 2013-09-04 8.037866 0 0.7070536618 0.6256733
## 2042 2013-09-05 8.580168 0 0.7073911576 0.6678864
## 2043 2013-09-06 10.871858 0 0.7077286534 0.8462733
## 2044 2013-09-07 9.192482 0 0.7080661492 0.7155494
## 2045 2013-09-08 9.150697 0 0.7084036450 0.7122968
## 2046 2013-09-09 9.823199 0 0.7087411407 0.7646449
## 2047 2013-09-10 8.768885 0 0.7090786365 0.6825763
## 2048 2013-09-11 8.508556 0 0.7094161323 0.6623121
## 2049 2013-09-12 8.729721 0 0.7097536281 0.6795277
## 2050 2013-09-13 8.921458 0 0.7100911239 0.6944527
## 2051 2013-09-14 8.529912 0 0.7104286196 0.6639745
## 2052 2013-09-15 10.415982 0 0.7107661154 0.8107875
## 2053 2013-09-16 10.336989 0 0.7111036112 0.8046387
## 2054 2013-09-17 9.146442 0 0.7114411070 0.7119656
## 2055 2013-09-18 8.508758 0 0.7117786028 0.6623278
## 2056 2013-09-19 8.386173 0 0.7121160985 0.6527857
## 2057 2013-09-20 8.361007 0 0.7124535943 0.6508268
## 2058 2013-09-21 8.129764 0 0.7127910901 0.6328267
## 2059 2013-09-22 8.731982 0 0.7131285859 0.6797037
## 2060 2013-09-23 8.735847 0 0.7134660817 0.6800046
## 2061 2013-09-24 10.819698 0 0.7138035775 0.8422131
## 2062 2013-09-25 10.659093 0 0.7141410732 0.8297114
## 2063 2013-09-26 9.849454 0 0.7144785690 0.7666885
## 2064 2013-09-27 8.888205 0 0.7148160648 0.6918642
## 2065 2013-09-28 8.927712 0 0.7151535606 0.6949395
## 2066 2013-09-29 9.667385 0 0.7154910564 0.7525162
## 2067 2013-09-30 10.163503 0 0.7158285521 0.7911344
## 2068 2013-10-01 9.337942 0 0.7161660479 0.7268721
## 2069 2013-10-02 9.177197 0 0.7165035437 0.7143596
## 2070 2013-10-03 8.879055 0 0.7168410395 0.6911520
## 2071 2013-10-04 8.578665 0 0.7171785353 0.6677694
## 2072 2013-10-05 8.730044 0 0.7175160310 0.6795529
## 2073 2013-10-06 9.953325 0 0.7178535268 0.7747739
## 2074 2013-10-07 10.238745 0 0.7181910226 0.7969912
## 2075 2013-10-08 9.203114 0 0.7185285184 0.7163770
## 2076 2013-10-09 8.747193 0 0.7188660142 0.6808878
## 2077 2013-10-10 8.775549 0 0.7192035100 0.6830951
## 2078 2013-10-11 9.209840 0 0.7195410057 0.7169006
## 2079 2013-10-12 8.528133 0 0.7198785015 0.6638360
## 2080 2013-10-13 9.057655 0 0.7202159973 0.7050544
## 2081 2013-10-14 9.422949 0 0.7205534931 0.7334891
## 2082 2013-10-15 9.029178 0 0.7208909889 0.7028377
## 2083 2013-10-16 9.097731 0 0.7212284846 0.7081739
## 2084 2013-10-17 9.448097 0 0.7215659804 0.7354466
## 2085 2013-10-18 9.112507 0 0.7219034762 0.7093241
## 2086 2013-10-19 8.802673 0 0.7222409720 0.6852064
## 2087 2013-10-20 9.208439 0 0.7225784678 0.7167915
## 2088 2013-10-21 11.047089 0 0.7229159636 0.8599133
## 2089 2013-10-22 9.327590 0 0.7232534593 0.7260663
## 2090 2013-10-23 8.678802 0 0.7235909551 0.6755642
## 2091 2013-10-24 8.576594 0 0.7239284509 0.6676082
## 2092 2013-10-25 8.435983 0 0.7242659467 0.6566630
## 2093 2013-10-26 8.190077 0 0.7246034425 0.6375215
## 2094 2013-10-27 9.060447 0 0.7249409382 0.7052717
## 2095 2013-10-28 9.270306 0 0.7252784340 0.7216073
## 2096 2013-10-29 8.501673 0 0.7256159298 0.6617764
## 2097 2013-10-30 8.187299 0 0.7259534256 0.6373053
## 2098 2013-10-31 8.095904 0 0.7262909214 0.6301909
## 2099 2013-11-01 8.043342 0 0.7266284171 0.6260995
## 2100 2013-11-02 7.952615 0 0.7269659129 0.6190373
## 2101 2013-11-03 8.399085 0 0.7273034087 0.6537908
## 2102 2013-11-04 8.791030 0 0.7276409045 0.6843001
## 2103 2013-11-05 8.303009 0 0.7279784003 0.6463122
## 2104 2013-11-06 8.119101 0 0.7283158961 0.6319966
## 2105 2013-11-07 8.230311 0 0.7286533918 0.6406533
## 2106 2013-11-08 8.157657 0 0.7289908876 0.6349979
## 2107 2013-11-09 7.829233 0 0.7293283834 0.6094331
## 2108 2013-11-10 8.573952 0 0.7296658792 0.6674025
## 2109 2013-11-11 9.611329 0 0.7300033750 0.7481527
## 2110 2013-11-12 8.923858 0 0.7303408707 0.6946395
## 2111 2013-11-13 8.365440 0 0.7306783665 0.6511718
## 2112 2013-11-14 8.311890 0 0.7310158623 0.6470034
## 2113 2013-11-15 8.631414 0 0.7313533581 0.6718755
## 2114 2013-11-16 8.453827 0 0.7316908539 0.6580520
## 2115 2013-11-17 8.905851 0 0.7320283496 0.6932378
## 2116 2013-11-18 10.867482 0 0.7323658454 0.8459326
## 2117 2013-11-19 9.155145 0 0.7327033412 0.7126430
## 2118 2013-11-20 8.439448 0 0.7330408370 0.6569327
## 2119 2013-11-21 8.443547 0 0.7333783328 0.6572517
## 2120 2013-11-22 8.572628 0 0.7337158286 0.6672995
## 2121 2013-11-23 8.372399 0 0.7340533243 0.6517135
## 2122 2013-11-24 8.736007 0 0.7343908201 0.6800171
## 2123 2013-11-25 10.388503 0 0.7347283159 0.8086485
## 2124 2013-11-26 8.708805 0 0.7350658117 0.6778996
## 2125 2013-11-27 8.195334 0 0.7354033075 0.6379307
## 2126 2013-11-28 8.221479 0 0.7357408032 0.6399658
## 2127 2013-11-29 8.275122 0 0.7360782990 0.6441414
## 2128 2013-11-30 8.169903 0 0.7364157948 0.6359511
## 2129 2013-12-01 8.822322 0 0.7367532906 0.6867359
## 2130 2013-12-02 9.805434 0 0.7370907864 0.7632620
## 2131 2013-12-03 9.389072 0 0.7374282821 0.7308521
## 2132 2013-12-04 8.981304 0 0.7377657779 0.6991112
## 2133 2013-12-05 8.579229 0 0.7381032737 0.6678133
## 2134 2013-12-06 8.487764 0 0.7384407695 0.6606937
## 2135 2013-12-07 8.721928 0 0.7387782653 0.6789212
## 2136 2013-12-08 8.918249 0 0.7391157611 0.6942029
## 2137 2013-12-09 9.651623 0 0.7394532568 0.7512893
## 2138 2013-12-10 8.864747 0 0.7397907526 0.6900382
## 2139 2013-12-11 8.509363 0 0.7401282484 0.6623749
## 2140 2013-12-12 8.631771 0 0.7404657442 0.6719033
## 2141 2013-12-13 9.202711 0 0.7408032400 0.7163457
## 2142 2013-12-14 8.903815 0 0.7411407357 0.6930794
## 2143 2013-12-15 9.026538 0 0.7414782315 0.7026322
## 2144 2013-12-16 9.237664 0 0.7418157273 0.7190664
## 2145 2013-12-17 8.895082 0 0.7421532231 0.6923995
## 2146 2013-12-18 8.642944 0 0.7424907189 0.6727730
## 2147 2013-12-19 8.129764 0 0.7428282146 0.6328267
## 2148 2013-12-20 8.291797 0 0.7431657104 0.6454394
## 2149 2013-12-21 8.098035 0 0.7435032062 0.6303568
## 2150 2013-12-22 9.518780 0 0.7438407020 0.7409487
## 2151 2013-12-23 9.904687 0 0.7441781978 0.7709879
## 2152 2013-12-24 8.937350 0 0.7445156936 0.6956897
## 2153 2013-12-25 8.578853 0 0.7448531893 0.6677840
## 2154 2013-12-26 8.715880 0 0.7451906851 0.6784504
## 2155 2013-12-27 8.488999 0 0.7455281809 0.6607898
## 2156 2013-12-28 8.505728 0 0.7458656767 0.6620920
## 2157 2013-12-29 9.300090 0 0.7462031725 0.7239257
## 2158 2013-12-30 10.146159 0 0.7465406682 0.7897843
## 2159 2013-12-31 9.177094 0 0.7468781640 0.7143516
## 2160 2014-01-01 8.835647 0 0.7472156598 0.6877731
## 2161 2014-01-02 8.832879 0 0.7475531556 0.6875577
## 2162 2014-01-03 8.923058 0 0.7478906514 0.6945773
## 2163 2014-01-04 8.893298 0 0.7482281471 0.6922607
## 2164 2014-01-05 8.602637 0 0.7485656429 0.6696354
## 2165 2014-01-07 8.991438 0 0.7492406345 0.6999000
## 2166 2014-01-08 8.806873 0 0.7495781303 0.6855333
## 2167 2014-01-09 8.854094 0 0.7499156261 0.6892090
## 2168 2014-01-10 8.931023 0 0.7502531218 0.6951973
## 2169 2014-01-11 8.852808 0 0.7505906176 0.6891089
## 2170 2014-01-12 10.693308 0 0.7509281134 0.8323747
## 2171 2014-01-13 11.307560 0 0.7512656092 0.8801886
## 2172 2014-01-14 9.837455 0 0.7516031050 0.7657545
## 2173 2014-01-15 9.605082 0 0.7519406007 0.7476664
## 2174 2014-01-16 9.745371 0 0.7522780965 0.7585866
## 2175 2014-01-17 9.675645 0 0.7526155923 0.7531592
## 2176 2014-01-18 9.434683 0 0.7529530881 0.7344025
## 2177 2014-01-19 11.503622 0 0.7532905839 0.8954502
## 2178 2014-01-20 11.976779 0 0.7536280796 0.9322811
## 2179 2014-01-21 10.542574 0 0.7539655754 0.8206416
## 2180 2014-01-22 10.004283 0 0.7543030712 0.7787405
## 2181 2014-01-23 9.732818 0 0.7546405670 0.7576095
## 2182 2014-01-24 9.866460 0 0.7549780628 0.7680124
## 2183 2014-01-25 9.370927 0 0.7553155586 0.7294397
## 2184 2014-01-26 9.490545 0 0.7556530543 0.7387508
## 2185 2014-01-27 10.139152 0 0.7559905501 0.7892389
## 2186 2014-01-28 9.999843 0 0.7563280459 0.7783949
## 2187 2014-01-29 10.032716 0 0.7566655417 0.7809538
## 2188 2014-01-30 10.380374 0 0.7570030375 0.8080157
## 2189 2014-01-31 10.453053 0 0.7573405332 0.8136731
## 2190 2014-02-01 10.240138 0 0.7576780290 0.7970997
## 2191 2014-02-02 11.760520 0 0.7580155248 0.9154473
## 2192 2014-02-03 12.846747 0 0.7583530206 1.0000000
## 2193 2014-02-04 10.766884 0 0.7586905164 0.8381020
## 2194 2014-02-05 9.845223 0 0.7590280121 0.7663592
## 2195 2014-02-06 9.290352 0 0.7593655079 0.7231677
## 2196 2014-02-07 9.103312 0 0.7597030037 0.7086083
## 2197 2014-02-08 8.795734 0 0.7600404995 0.6846662
## 2198 2014-02-09 8.623353 0 0.7603779953 0.6712480
## 2199 2014-02-10 8.418256 0 0.7607154911 0.6552831
## 2200 2014-02-11 8.310907 0 0.7610529868 0.6469269
## 2201 2014-02-12 8.236156 0 0.7613904826 0.6411083
## 2202 2014-02-13 8.131237 0 0.7617279784 0.6329413
## 2203 2014-02-14 7.927685 0 0.7620654742 0.6170967
## 2204 2014-02-15 7.759187 0 0.7624029700 0.6039807
## 2205 2014-02-16 7.726654 0 0.7627404657 0.6014483
## 2206 2014-02-17 7.835184 0 0.7630779615 0.6098963
## 2207 2014-02-18 7.884200 0 0.7634154573 0.6137118
## 2208 2014-02-19 7.914618 0 0.7637529531 0.6160795
## 2209 2014-02-20 7.925519 0 0.7640904489 0.6169281
## 2210 2014-02-21 7.753194 0 0.7644279447 0.6035142
## 2211 2014-02-22 7.508787 0 0.7647654404 0.5844894
## 2212 2014-02-23 7.557473 0 0.7651029362 0.5882791
## 2213 2014-02-24 7.802618 0 0.7654404320 0.6073614
## 2214 2014-02-25 7.683864 0 0.7657779278 0.5981175
## 2215 2014-02-26 7.984463 0 0.7661154236 0.6215163
## 2216 2014-02-27 7.851661 0 0.7664529193 0.6111789
## 2217 2014-02-28 7.684784 0 0.7667904151 0.5981891
## 2218 2014-03-01 7.337588 0 0.7671279109 0.5711631
## 2219 2014-03-02 7.403670 0 0.7674654067 0.5763070
## 2220 2014-03-03 7.867871 0 0.7678029025 0.6124408
## 2221 2014-03-04 7.898411 0 0.7681403982 0.6148180
## 2222 2014-03-05 7.584265 0 0.7684778940 0.5903646
## 2223 2014-03-06 7.714231 0 0.7688153898 0.6004813
## 2224 2014-03-07 7.889459 0 0.7691528856 0.6141212
## 2225 2014-03-08 7.325808 0 0.7694903814 0.5702461
## 2226 2014-03-09 7.488853 0 0.7698278772 0.5829377
## 2227 2014-03-10 7.553811 0 0.7701653729 0.5879941
## 2228 2014-03-11 7.669962 0 0.7705028687 0.5970353
## 2229 2014-03-12 7.988204 0 0.7708403645 0.6218075
## 2230 2014-03-13 8.004366 0 0.7711778603 0.6230656
## 2231 2014-03-14 7.651120 0 0.7715153561 0.5955687
## 2232 2014-03-15 7.486613 0 0.7718528518 0.5827634
## 2233 2014-03-16 7.449498 0 0.7721903476 0.5798743
## 2234 2014-03-17 7.595387 0 0.7725278434 0.5912304
## 2235 2014-03-18 7.609862 0 0.7728653392 0.5923571
## 2236 2014-03-19 7.548029 0 0.7732028350 0.5875440
## 2237 2014-03-20 7.617760 0 0.7735403307 0.5929719
## 2238 2014-03-21 7.595387 0 0.7738778265 0.5912304
## 2239 2014-03-22 7.346655 0 0.7742153223 0.5718689
## 2240 2014-03-23 7.401231 0 0.7745528181 0.5761172
## 2241 2014-03-24 8.093157 0 0.7748903139 0.6299771
## 2242 2014-03-25 7.923710 0 0.7752278097 0.6167873
## 2243 2014-03-26 7.690743 0 0.7755653054 0.5986530
## 2244 2014-03-27 8.439015 0 0.7759028012 0.6568990
## 2245 2014-03-28 7.782390 0 0.7762402970 0.6057869
## 2246 2014-03-29 7.308543 0 0.7765777928 0.5689022
## 2247 2014-03-30 7.261927 0 0.7769152886 0.5652736
## 2248 2014-03-31 7.437206 0 0.7772527843 0.5789175
## 2249 2014-04-01 7.540090 0 0.7775902801 0.5869260
## 2250 2014-04-02 7.585281 0 0.7779277759 0.5904437
## 2251 2014-04-03 7.608871 0 0.7782652717 0.5922800
## 2252 2014-04-04 7.464510 0 0.7786027675 0.5810428
## 2253 2014-04-05 7.156956 0 0.7789402632 0.5571026
## 2254 2014-04-06 7.487734 0 0.7792777590 0.5828506
## 2255 2014-04-07 7.448916 0 0.7796152548 0.5798290
## 2256 2014-04-08 7.470224 0 0.7799527506 0.5814876
## 2257 2014-04-09 7.436028 0 0.7802902464 0.5788257
## 2258 2014-04-10 7.521859 0 0.7806277422 0.5855069
## 2259 2014-04-11 7.410347 0 0.7809652379 0.5768267
## 2260 2014-04-12 7.156177 0 0.7813027337 0.5570419
## 2261 2014-04-13 7.138073 0 0.7816402295 0.5556327
## 2262 2014-04-14 7.362645 0 0.7819777253 0.5731136
## 2263 2014-04-15 7.516977 0 0.7823152211 0.5851269
## 2264 2014-04-16 7.617268 0 0.7826527168 0.5929336
## 2265 2014-04-17 7.495542 0 0.7829902126 0.5834584
## 2266 2014-04-18 7.392032 0 0.7833277084 0.5754010
## 2267 2014-04-19 7.174724 0 0.7836652042 0.5584857
## 2268 2014-04-20 8.091321 0 0.7840027000 0.6298343
## 2269 2014-04-21 7.515345 0 0.7843401957 0.5849998
## 2270 2014-04-22 7.845808 0 0.7846776915 0.6107233
## 2271 2014-04-23 7.691200 0 0.7850151873 0.5986885
## 2272 2014-04-24 7.834788 0 0.7853526831 0.6098655
## 2273 2014-04-25 7.677400 0 0.7856901789 0.5976144
## 2274 2014-04-26 7.248504 0 0.7860276747 0.5642288
## 2275 2014-04-27 7.402452 0 0.7863651704 0.5762121
## 2276 2014-04-28 7.694393 0 0.7867026662 0.5989371
## 2277 2014-04-29 7.826044 0 0.7870401620 0.6091849
## 2278 2014-04-30 7.611842 0 0.7873776578 0.5925113
## 2279 2014-05-01 7.513709 0 0.7877151536 0.5848725
## 2280 2014-05-02 7.676010 0 0.7880526493 0.5975061
## 2281 2014-05-03 7.240650 0 0.7883901451 0.5636174
## 2282 2014-05-04 7.655391 0 0.7887276409 0.5959011
## 2283 2014-05-05 8.139441 0 0.7890651367 0.6335799
## 2284 2014-05-06 8.374938 0 0.7894026325 0.6519112
## 2285 2014-05-07 7.901748 0 0.7897401282 0.6150777
## 2286 2014-05-08 8.023880 0 0.7900776240 0.6245846
## 2287 2014-05-09 8.750208 0 0.7904151198 0.6811225
## 2288 2014-05-10 8.081784 0 0.7907526156 0.6290919
## 2289 2014-05-11 7.704361 0 0.7910901114 0.5997130
## 2290 2014-05-12 7.868254 0 0.7914276072 0.6124706
## 2291 2014-05-13 7.819636 0 0.7917651029 0.6086861
## 2292 2014-05-14 7.760893 0 0.7921025987 0.6041135
## 2293 2014-05-15 7.667158 0 0.7924400945 0.5968171
## 2294 2014-05-16 7.634337 0 0.7927775903 0.5942623
## 2295 2014-05-17 7.351158 0 0.7931150861 0.5722194
## 2296 2014-05-18 7.589336 0 0.7934525818 0.5907593
## 2297 2014-05-19 7.910224 0 0.7937900776 0.6157375
## 2298 2014-05-20 7.854769 0 0.7941275734 0.6114209
## 2299 2014-05-21 7.646831 0 0.7944650692 0.5952348
## 2300 2014-05-22 7.491645 0 0.7948025650 0.5831551
## 2301 2014-05-23 7.523481 0 0.7951400607 0.5856332
## 2302 2014-05-24 7.035269 0 0.7954775565 0.5476304
## 2303 2014-05-25 7.065613 0 0.7958150523 0.5499924
## 2304 2014-05-26 7.229839 0 0.7961525481 0.5627758
## 2305 2014-05-27 7.508239 0 0.7964900439 0.5844467
## 2306 2014-05-28 8.311644 0 0.7968275397 0.6469843
## 2307 2014-05-29 8.014005 0 0.7971650354 0.6238159
## 2308 2014-05-30 7.497207 0 0.7975025312 0.5835880
## 2309 2014-05-31 7.831617 0 0.7978400270 0.6096187
## 2310 2014-06-01 7.151485 0 0.7981775228 0.5566768
## 2311 2014-06-02 7.410952 0 0.7985150186 0.5768738
## 2312 2014-06-03 7.630947 0 0.7988525143 0.5939984
## 2313 2014-06-04 7.475906 0 0.7991900101 0.5819299
## 2314 2014-06-05 7.588324 0 0.7995275059 0.5906806
## 2315 2014-06-06 7.246368 0 0.7998650017 0.5640625
## 2316 2014-06-07 7.103322 0 0.8002024975 0.5529277
## 2317 2014-06-08 7.104144 0 0.8005399933 0.5529917
## 2318 2014-06-09 7.192934 0 0.8008774890 0.5599032
## 2319 2014-06-10 7.401231 0 0.8012149848 0.5761172
## 2320 2014-06-11 7.439559 0 0.8015524806 0.5791006
## 2321 2014-06-12 7.707962 0 0.8018899764 0.5999933
## 2322 2014-06-13 7.350516 0 0.8022274722 0.5721695
## 2323 2014-06-14 7.322510 0 0.8025649679 0.5699895
## 2324 2014-06-15 7.285507 0 0.8029024637 0.5671091
## 2325 2014-06-16 7.367709 0 0.8032399595 0.5735077
## 2326 2014-06-17 7.267525 0 0.8035774553 0.5657094
## 2327 2014-06-18 7.224753 0 0.8039149511 0.5623800
## 2328 2014-06-19 7.222566 0 0.8042524468 0.5622097
## 2329 2014-06-20 7.351800 0 0.8045899426 0.5722694
## 2330 2014-06-21 6.975414 0 0.8049274384 0.5429712
## 2331 2014-06-22 7.043160 0 0.8052649342 0.5482446
## 2332 2014-06-23 7.480992 0 0.8056024300 0.5823258
## 2333 2014-06-24 7.203406 0 0.8059399258 0.5607183
## 2334 2014-06-25 7.224025 0 0.8062774215 0.5623233
## 2335 2014-06-26 7.113142 0 0.8066149173 0.5536921
## 2336 2014-06-27 7.079184 0 0.8069524131 0.5510488
## 2337 2014-06-28 6.885510 0 0.8072899089 0.5359730
## 2338 2014-06-29 6.874198 0 0.8076274047 0.5350925
## 2339 2014-06-30 7.723120 0 0.8079649004 0.6011732
## 2340 2014-07-01 7.496652 0 0.8083023962 0.5835448
## 2341 2014-07-02 7.224025 0 0.8086398920 0.5623233
## 2342 2014-07-03 7.272398 0 0.8089773878 0.5660887
## 2343 2014-07-04 7.079184 0 0.8093148836 0.5510488
## 2344 2014-07-05 6.854355 0 0.8096523793 0.5335479
## 2345 2014-07-06 6.930495 0 0.8099898751 0.5394747
## 2346 2014-07-07 7.156177 0 0.8103273709 0.5570419
## 2347 2014-07-08 7.314553 0 0.8106648667 0.5693700
## 2348 2014-07-09 7.226936 0 0.8110023625 0.5625499
## 2349 2014-07-10 7.656810 0 0.8113398583 0.5960116
## 2350 2014-07-11 7.540090 0 0.8116773540 0.5869260
## 2351 2014-07-12 7.210080 0 0.8120148498 0.5612378
## 2352 2014-07-13 7.249926 0 0.8123523456 0.5643394
## 2353 2014-07-14 7.294377 0 0.8126898414 0.5677996
## 2354 2014-07-15 7.519150 0 0.8130273372 0.5852960
## 2355 2014-07-16 7.422374 0 0.8133648329 0.5777629
## 2356 2014-07-17 8.223627 0 0.8137023287 0.6401330
## 2357 2014-07-18 7.492760 0 0.8140398245 0.5832418
## 2358 2014-07-19 7.224753 0 0.8143773203 0.5623800
## 2359 2014-07-20 7.256297 0 0.8147148161 0.5648354
## 2360 2014-07-21 7.448916 0 0.8150523118 0.5798290
## 2361 2014-07-22 7.655391 0 0.8153898076 0.5959011
## 2362 2014-07-23 7.671361 0 0.8157273034 0.5971442
## 2363 2014-07-24 7.924072 0 0.8160647992 0.6168155
## 2364 2014-07-25 7.800982 0 0.8164022950 0.6072340
## 2365 2014-07-26 7.456455 0 0.8167397908 0.5804158
## 2366 2014-07-27 7.362645 0 0.8170772865 0.5731136
## 2367 2014-07-28 8.213111 0 0.8174147823 0.6393144
## 2368 2014-07-29 8.236421 0 0.8177522781 0.6411289
## 2369 2014-07-30 7.921536 0 0.8180897739 0.6166180
## 2370 2014-07-31 7.745003 0 0.8184272697 0.6028766
## 2371 2014-08-01 7.578145 0 0.8187647654 0.5898883
## 2372 2014-08-02 7.566828 0 0.8191022612 0.5890074
## 2373 2014-08-03 7.658228 0 0.8194397570 0.5961219
## 2374 2014-08-04 8.270781 0 0.8197772528 0.6438035
## 2375 2014-08-05 7.803027 0 0.8201147486 0.6073932
## 2376 2014-08-06 7.622664 0 0.8204522443 0.5933536
## 2377 2014-08-07 7.700295 0 0.8207897401 0.5993965
## 2378 2014-08-08 8.058644 0 0.8211272359 0.6272906
## 2379 2014-08-09 7.641084 0 0.8214647317 0.5947875
## 2380 2014-08-10 7.836370 0 0.8218022275 0.6099886
## 2381 2014-08-11 8.373554 0 0.8221397233 0.6518034
## 2382 2014-08-12 8.609408 0 0.8224772190 0.6701625
## 2383 2014-08-13 8.177235 0 0.8228147148 0.6365218
## 2384 2014-08-14 8.036897 0 0.8231522106 0.6255978
## 2385 2014-08-15 7.953318 0 0.8234897064 0.6190920
## 2386 2014-08-16 7.784889 0 0.8238272022 0.6059814
## 2387 2014-08-17 8.073715 0 0.8241646979 0.6284637
## 2388 2014-08-18 8.280458 0 0.8245021937 0.6445568
## 2389 2014-08-19 8.199189 0 0.8248396895 0.6382308
## 2390 2014-08-20 8.000349 0 0.8251771853 0.6227529
## 2391 2014-08-21 7.887209 0 0.8255146811 0.6139460
## 2392 2014-08-22 7.837160 0 0.8258521768 0.6100501
## 2393 2014-08-23 7.979681 0 0.8261896726 0.6211441
## 2394 2014-08-24 8.518392 0 0.8265271684 0.6630778
## 2395 2014-08-25 8.356320 0 0.8268646642 0.6504619
## 2396 2014-08-26 7.932362 0 0.8272021600 0.6174608
## 2397 2014-08-27 7.836765 0 0.8275396558 0.6100194
## 2398 2014-08-29 8.537192 0 0.8282146473 0.6645411
## 2399 2014-08-30 8.026497 0 0.8285521431 0.6247883
## 2400 2014-08-31 7.972811 0 0.8288896389 0.6206093
## 2401 2014-09-01 8.374477 0 0.8292271347 0.6518753
## 2402 2014-09-02 8.253228 0 0.8295646304 0.6424372
## 2403 2014-09-03 8.445912 0 0.8299021262 0.6574359
## 2404 2014-09-04 8.492696 0 0.8302396220 0.6610775
## 2405 2014-09-05 8.839132 0 0.8305771178 0.6880444
## 2406 2014-09-06 8.075894 0 0.8309146136 0.6286334
## 2407 2014-09-07 8.750208 0 0.8312521093 0.6811225
## 2408 2014-09-08 10.702413 0 0.8315896051 0.8330835
## 2409 2014-09-09 10.059978 0 0.8319271009 0.7830759
## 2410 2014-09-10 8.793157 0 0.8322645967 0.6844656
## 2411 2014-09-11 8.714403 0 0.8326020925 0.6783354
## 2412 2014-09-12 9.056256 0 0.8329395883 0.7049455
## 2413 2014-09-13 8.621553 0 0.8332770840 0.6711079
## 2414 2014-09-14 9.961426 0 0.8336145798 0.7754046
## 2415 2014-09-15 9.708567 0 0.8339520756 0.7557218
## 2416 2014-09-16 9.196444 0 0.8342895714 0.7158578
## 2417 2014-09-17 8.614320 0 0.8346270672 0.6705448
## 2418 2014-09-18 8.889033 0 0.8349645629 0.6919287
## 2419 2014-09-19 9.016270 0 0.8353020587 0.7018329
## 2420 2014-09-20 8.199189 0 0.8356395545 0.6382308
## 2421 2014-09-21 9.162200 0 0.8359770503 0.7131922
## 2422 2014-09-22 9.607504 0 0.8363145461 0.7478550
## 2423 2014-09-23 8.442901 0 0.8366520418 0.6572014
## 2424 2014-09-24 8.157370 0 0.8369895376 0.6349756
## 2425 2014-09-25 8.184514 0 0.8373270334 0.6370884
## 2426 2014-09-26 8.838987 0 0.8376645292 0.6880331
## 2427 2014-09-27 8.212840 0 0.8380020250 0.6392933
## 2428 2014-09-28 8.336151 0 0.8383395208 0.6488920
## 2429 2014-09-29 8.590444 0 0.8386770165 0.6686863
## 2430 2014-09-30 8.701346 0 0.8390145123 0.6773191
## 2431 2014-10-01 8.266421 0 0.8393520081 0.6434642
## 2432 2014-10-02 8.274612 0 0.8396895039 0.6441017
## 2433 2014-10-03 8.366370 0 0.8400269997 0.6512443
## 2434 2014-10-04 8.035279 0 0.8403644954 0.6254719
## 2435 2014-10-05 9.231515 0 0.8407019912 0.7185877
## 2436 2014-10-06 9.964677 0 0.8410394870 0.7756576
## 2437 2014-10-07 8.845489 0 0.8413769828 0.6885392
## 2438 2014-10-08 8.673000 0 0.8417144786 0.6751125
## 2439 2014-10-09 8.400659 0 0.8420519744 0.6539134
## 2440 2014-10-10 8.580356 0 0.8423894701 0.6679011
## 2441 2014-10-11 8.020599 0 0.8427269659 0.6243292
## 2442 2014-10-12 9.107532 0 0.8430644617 0.7089368
## 2443 2014-10-13 9.438352 0 0.8434019575 0.7346881
## 2444 2014-10-14 8.501267 0 0.8437394533 0.6617447
## 2445 2014-10-15 8.313362 0 0.8440769490 0.6471181
## 2446 2014-10-16 8.325548 0 0.8444144448 0.6480667
## 2447 2014-10-17 8.476371 0 0.8447519406 0.6598068
## 2448 2014-10-18 8.201112 0 0.8450894364 0.6383804
## 2449 2014-10-19 8.700514 0 0.8454269322 0.6772543
## 2450 2014-10-20 11.274465 0 0.8457644279 0.8776125
## 2451 2014-10-21 9.607572 0 0.8461019237 0.7478603
## 2452 2014-10-22 8.878637 0 0.8464394195 0.6911195
## 2453 2014-10-23 8.765927 0 0.8467769153 0.6823460
## 2454 2014-10-24 9.856396 0 0.8471144111 0.7672289
## 2455 2014-10-25 8.434246 0 0.8474519069 0.6565278
## 2456 2014-10-26 8.803424 0 0.8477894026 0.6852649
## 2457 2014-10-27 9.381769 0 0.8481268984 0.7302837
## 2458 2014-10-28 8.760296 0 0.8484643942 0.6819077
## 2459 2014-10-29 8.555067 0 0.8488018900 0.6659325
## 2460 2014-10-30 8.468843 0 0.8491393858 0.6592208
## 2461 2014-10-31 8.531293 0 0.8494768815 0.6640820
## 2462 2014-11-01 8.045588 0 0.8498143773 0.6262744
## 2463 2014-11-02 9.090205 0 0.8501518731 0.7075880
## 2464 2014-11-03 9.454149 0 0.8504893689 0.7359177
## 2465 2014-11-04 9.059052 0 0.8508268647 0.7051631
## 2466 2014-11-05 8.259458 0 0.8511643604 0.6429222
## 2467 2014-11-06 8.189522 0 0.8515018562 0.6374783
## 2468 2014-11-07 8.195334 0 0.8518393520 0.6379307
## 2469 2014-11-08 7.693937 0 0.8521768478 0.5989016
## 2470 2014-11-09 8.290042 0 0.8525143436 0.6453028
## 2471 2014-11-10 9.032887 0 0.8528518394 0.7031264
## 2472 2014-11-11 8.382747 0 0.8531893351 0.6525191
## 2473 2014-11-12 8.217978 0 0.8535268309 0.6396933
## 2474 2014-11-13 8.124743 0 0.8538643267 0.6324358
## 2475 2014-11-14 8.046870 0 0.8542018225 0.6263741
## 2476 2014-11-15 7.573017 0 0.8545393183 0.5894891
## 2477 2014-11-16 8.398635 0 0.8548768140 0.6537558
## 2478 2014-11-17 8.711443 0 0.8552143098 0.6781050
## 2479 2014-11-18 8.251142 0 0.8555518056 0.6422748
## 2480 2014-11-19 7.992269 0 0.8558893014 0.6221239
## 2481 2014-11-20 8.005367 0 0.8562267972 0.6231435
## 2482 2014-11-21 8.080856 0 0.8565642929 0.6290197
## 2483 2014-11-22 7.528332 0 0.8569017887 0.5860107
## 2484 2014-11-23 8.202482 0 0.8572392845 0.6384871
## 2485 2014-11-24 9.074406 0 0.8575767803 0.7063583
## 2486 2014-11-25 8.214736 0 0.8579142761 0.6394409
## 2487 2014-11-26 7.967973 0 0.8582517719 0.6202328
## 2488 2014-11-27 8.128290 0 0.8585892676 0.6327119
## 2489 2014-11-28 7.953670 0 0.8589267634 0.6191194
## 2490 2014-11-29 7.666690 0 0.8592642592 0.5967807
## 2491 2014-11-30 7.965546 0 0.8596017550 0.6200438
## 2492 2014-12-01 9.142169 0 0.8599392508 0.7116330
## 2493 2014-12-02 8.287025 0 0.8602767465 0.6450680
## 2494 2014-12-03 8.283241 0 0.8606142423 0.6447735
## 2495 2014-12-04 8.301025 0 0.8609517381 0.6461578
## 2496 2014-12-05 8.387995 0 0.8612892339 0.6529276
## 2497 2014-12-06 7.709757 0 0.8616267297 0.6001330
## 2498 2014-12-07 8.111028 0 0.8619642254 0.6313682
## 2499 2014-12-08 8.745603 0 0.8623017212 0.6807640
## 2500 2014-12-09 8.391403 0 0.8626392170 0.6531928
## 2501 2014-12-10 8.119696 0 0.8629767128 0.6320430
## 2502 2014-12-11 8.235891 0 0.8633142086 0.6410876
## 2503 2014-12-12 8.106816 0 0.8636517044 0.6310404
## 2504 2014-12-13 7.711997 0 0.8639892001 0.6003073
## 2505 2014-12-14 8.425297 0 0.8643266959 0.6558312
## 2506 2014-12-15 8.849371 0 0.8646641917 0.6888414
## 2507 2014-12-16 8.493105 0 0.8650016875 0.6611094
## 2508 2014-12-17 8.174139 0 0.8653391833 0.6362809
## 2509 2014-12-18 8.102284 0 0.8656766790 0.6306876
## 2510 2014-12-19 7.833600 0 0.8660141748 0.6097731
## 2511 2014-12-20 7.522941 0 0.8663516706 0.5855911
## 2512 2014-12-21 7.910224 0 0.8666891664 0.6157375
## 2513 2014-12-22 8.365440 0 0.8670266622 0.6511718
## 2514 2014-12-23 9.060563 0 0.8673641579 0.7052808
## 2515 2014-12-24 8.179200 0 0.8677016537 0.6366748
## 2516 2014-12-25 8.016318 0 0.8680391495 0.6239959
## 2517 2014-12-26 8.103192 0 0.8683766453 0.6307583
## 2518 2014-12-27 7.814400 0 0.8687141411 0.6082785
## 2519 2014-12-28 8.387995 0 0.8690516369 0.6529276
## 2520 2014-12-29 8.748146 0 0.8693891326 0.6809620
## 2521 2014-12-30 8.312871 0 0.8697266284 0.6470799
## 2522 2014-12-31 7.923348 0 0.8700641242 0.6167591
## 2523 2015-01-01 7.846590 0 0.8704016200 0.6107842
## 2524 2015-01-02 8.302018 0 0.8707391158 0.6462350
## 2525 2015-01-03 8.436200 0 0.8710766115 0.6566799
## 2526 2015-01-04 8.934587 0 0.8714141073 0.6954747
## 2527 2015-01-05 8.888619 0 0.8717516031 0.6918965
## 2528 2015-01-06 8.664233 0 0.8720890989 0.6744301
## 2529 2015-01-07 8.500047 0 0.8724265947 0.6616498
## 2530 2015-01-08 8.418256 0 0.8727640904 0.6552831
## 2531 2015-01-09 8.472196 0 0.8731015862 0.6594818
## 2532 2015-01-10 8.307213 0 0.8734390820 0.6466394
## 2533 2015-01-11 9.886596 0 0.8737765778 0.7695797
## 2534 2015-01-12 10.694986 0 0.8741140736 0.8325054
## 2535 2015-01-13 9.760194 0 0.8744515694 0.7597405
## 2536 2015-01-14 9.110078 0 0.8747890651 0.7091350
## 2537 2015-01-15 8.799511 0 0.8751265609 0.6849602
## 2538 2015-01-16 8.783090 0 0.8754640567 0.6836820
## 2539 2015-01-17 8.429891 0 0.8758015525 0.6561888
## 2540 2015-01-18 8.878776 0 0.8761390483 0.6911303
## 2541 2015-01-19 9.759386 0 0.8764765440 0.7596776
## 2542 2015-01-20 8.952088 0 0.8768140398 0.6968369
## 2543 2015-01-21 8.661120 0 0.8771515356 0.6741878
## 2544 2015-01-22 8.584852 0 0.8774890314 0.6682510
## 2545 2015-01-23 8.396606 0 0.8778265272 0.6535979
## 2546 2015-01-24 7.923710 0 0.8781640229 0.6167873
## 2547 2015-01-25 8.085487 0 0.8785015187 0.6293801
## 2548 2015-01-26 8.358901 0 0.8788390145 0.6506628
## 2549 2015-01-27 8.303505 0 0.8791765103 0.6463508
## 2550 2015-01-28 8.277920 0 0.8795140061 0.6443593
## 2551 2015-01-29 8.363576 0 0.8798515019 0.6510267
## 2552 2015-01-30 8.598220 0 0.8801889976 0.6692916
## 2553 2015-01-31 8.081166 0 0.8805264934 0.6290437
## 2554 2015-02-01 9.034438 0 0.8808639892 0.7032472
## 2555 2015-02-02 10.283225 0 0.8812014850 0.8004536
## 2556 2015-02-03 9.273221 0 0.8815389808 0.7218342
## 2557 2015-02-04 8.714075 0 0.8818764765 0.6783098
## 2558 2015-02-06 8.233503 0 0.8825514681 0.6409018
## 2559 2015-02-07 7.884200 0 0.8828889639 0.6137118
## 2560 2015-02-08 7.812783 0 0.8832264597 0.6081526
## 2561 2015-02-09 7.931285 0 0.8835639555 0.6173769
## 2562 2015-02-10 8.414496 0 0.8839014512 0.6549904
## 2563 2015-02-11 8.156510 0 0.8842389470 0.6349086
## 2564 2015-02-12 7.857094 0 0.8845764428 0.6116018
## 2565 2015-02-13 7.909857 0 0.8849139386 0.6157089
## 2566 2015-02-14 7.809135 0 0.8852514344 0.6078687
## 2567 2015-02-15 7.507690 0 0.8855889301 0.5844040
## 2568 2015-02-16 8.203851 0 0.8859264259 0.6385937
## 2569 2015-02-17 7.821643 0 0.8862639217 0.6088423
## 2570 2015-02-18 7.803843 0 0.8866014175 0.6074568
## 2571 2015-02-19 7.760893 0 0.8869389133 0.6041135
## 2572 2015-02-20 7.703459 0 0.8872764090 0.5996428
## 2573 2015-02-21 8.061171 0 0.8876139048 0.6274874
## 2574 2015-02-22 7.350516 0 0.8879514006 0.5721695
## 2575 2015-02-23 7.483807 0 0.8882888964 0.5825449
## 2576 2015-02-24 7.540622 0 0.8886263922 0.5869674
## 2577 2015-02-25 7.696667 0 0.8889638880 0.5991141
## 2578 2015-02-26 7.503841 0 0.8893013837 0.5841044
## 2579 2015-02-27 7.398174 0 0.8896388795 0.5758792
## 2580 2015-02-28 7.042286 0 0.8899763753 0.5481766
## 2581 2015-03-01 7.052721 0 0.8903138711 0.5489889
## 2582 2015-03-02 7.362645 0 0.8906513669 0.5731136
## 2583 2015-03-03 7.623153 0 0.8909888626 0.5933917
## 2584 2015-03-04 7.795235 0 0.8913263584 0.6067867
## 2585 2015-03-05 8.426831 0 0.8916638542 0.6559506
## 2586 2015-03-06 7.916807 0 0.8920013500 0.6162500
## 2587 2015-03-07 7.236339 0 0.8923388458 0.5632818
## 2588 2015-03-08 7.206377 0 0.8926763415 0.5609496
## 2589 2015-03-09 7.556428 0 0.8930138373 0.5881978
## 2590 2015-03-10 7.582738 0 0.8933513331 0.5902458
## 2591 2015-03-11 7.682943 0 0.8936888289 0.5980458
## 2592 2015-03-12 7.606885 0 0.8940263247 0.5921254
## 2593 2015-03-13 7.703459 0 0.8943638205 0.5996428
## 2594 2015-03-14 7.151485 0 0.8947013162 0.5566768
## 2595 2015-03-15 7.040536 0 0.8950388120 0.5480404
## 2596 2015-03-16 7.338888 0 0.8953763078 0.5712643
## 2597 2015-03-17 7.484369 0 0.8957138036 0.5825886
## 2598 2015-03-18 7.351800 0 0.8960512994 0.5722694
## 2599 2015-03-19 7.423568 0 0.8963887951 0.5778559
## 2600 2015-03-20 7.291656 0 0.8967262909 0.5675878
## 2601 2015-03-21 6.816736 0 0.8970637867 0.5306196
## 2602 2015-03-22 6.910751 0 0.8974012825 0.5379378
## 2603 2015-03-23 7.321189 0 0.8977387783 0.5698866
## 2604 2015-03-24 7.991592 0 0.8980762740 0.6220713
## 2605 2015-03-25 7.712891 0 0.8984137698 0.6003770
## 2606 2015-03-26 7.282761 0 0.8987512656 0.5668954
## 2607 2015-03-27 7.305860 0 0.8990887614 0.5686934
## 2608 2015-03-28 6.905753 0 0.8994262572 0.5375488
## 2609 2015-03-29 7.873217 0 0.8997637530 0.6128569
## 2610 2015-03-30 7.085901 0 0.9001012487 0.5515717
## 2611 2015-03-31 7.271009 0 0.9004387445 0.5659805
## 2612 2015-04-01 7.213768 0 0.9007762403 0.5615249
## 2613 2015-04-02 7.166266 0 0.9011137361 0.5578273
## 2614 2015-04-03 7.213032 0 0.9014512319 0.5614676
## 2615 2015-04-04 6.829794 0 0.9017887276 0.5316360
## 2616 2015-04-05 6.801283 0 0.9021262234 0.5294168
## 2617 2015-04-06 7.157735 0 0.9024637192 0.5571633
## 2618 2015-04-07 7.045777 0 0.9028012150 0.5484483
## 2619 2015-04-08 7.091742 0 0.9031387108 0.5520263
## 2620 2015-04-09 7.234177 0 0.9034762065 0.5631135
## 2621 2015-04-10 7.280008 0 0.9038137023 0.5666811
## 2622 2015-04-11 6.697034 0 0.9041511981 0.5213020
## 2623 2015-04-12 7.028201 0 0.9044886939 0.5470802
## 2624 2015-04-13 7.174724 0 0.9048261897 0.5584857
## 2625 2015-04-14 7.223296 0 0.9051636855 0.5622665
## 2626 2015-04-15 7.336937 0 0.9055011812 0.5711124
## 2627 2015-04-16 7.362011 0 0.9058386770 0.5730642
## 2628 2015-04-17 7.263330 0 0.9061761728 0.5653828
## 2629 2015-04-18 6.811244 0 0.9065136686 0.5301922
## 2630 2015-04-19 7.318540 0 0.9068511644 0.5696804
## 2631 2015-04-20 7.640123 0 0.9071886601 0.5947127
## 2632 2015-04-21 7.405496 0 0.9075261559 0.5764491
## 2633 2015-04-22 7.572503 0 0.9078636517 0.5894491
## 2634 2015-04-23 7.485492 0 0.9082011475 0.5826760
## 2635 2015-04-24 7.333023 0 0.9085386433 0.5708078
## 2636 2015-04-25 7.205635 0 0.9088761390 0.5608918
## 2637 2015-04-26 7.090910 0 0.9092136348 0.5519615
## 2638 2015-04-27 7.326466 0 0.9095511306 0.5702973
## 2639 2015-04-28 7.355641 0 0.9098886264 0.5725684
## 2640 2015-04-29 7.463363 0 0.9102261222 0.5809535
## 2641 2015-04-30 7.567346 0 0.9105636180 0.5890476
## 2642 2015-05-01 7.749753 0 0.9109011137 0.6032464
## 2643 2015-05-02 7.144407 0 0.9112386095 0.5561258
## 2644 2015-05-03 6.899723 0 0.9115761053 0.5370794
## 2645 2015-05-04 7.331060 0 0.9119136011 0.5706550
## 2646 2015-05-05 7.221105 0 0.9122510969 0.5620960
## 2647 2015-05-06 7.737616 0 0.9125885926 0.6023016
## 2648 2015-05-07 7.363280 0 0.9129260884 0.5731630
## 2649 2015-05-08 7.290975 0 0.9132635842 0.5675347
## 2650 2015-05-09 7.038784 0 0.9136010800 0.5479040
## 2651 2015-05-10 6.932448 0 0.9139385758 0.5396267
## 2652 2015-05-11 7.305860 0 0.9142760715 0.5686934
## 2653 2015-05-12 7.686162 0 0.9146135673 0.5982964
## 2654 2015-05-13 7.479300 0 0.9149510631 0.5821941
## 2655 2015-05-14 7.269617 0 0.9152885589 0.5658722
## 2656 2015-05-15 7.309212 0 0.9156260547 0.5689543
## 2657 2015-05-16 6.740519 0 0.9159635505 0.5246869
## 2658 2015-05-17 6.805723 0 0.9163010462 0.5297623
## 2659 2015-05-18 7.142827 0 0.9166385420 0.5560028
## 2660 2015-05-19 7.186901 0 0.9169760378 0.5594335
## 2661 2015-05-20 7.140453 0 0.9173135336 0.5558180
## 2662 2015-05-21 8.761550 0 0.9176510294 0.6820054
## 2663 2015-05-22 8.279443 0 0.9179885251 0.6444778
## 2664 2015-05-23 7.437206 0 0.9183260209 0.5789175
## 2665 2015-05-24 7.160069 0 0.9186635167 0.5573449
## 2666 2015-05-25 7.041412 0 0.9190010125 0.5481085
## 2667 2015-05-26 7.174724 0 0.9193385083 0.5584857
## 2668 2015-05-27 7.412764 0 0.9196760040 0.5770149
## 2669 2015-05-28 7.256297 0 0.9200134998 0.5648354
## 2670 2015-05-29 7.284821 0 0.9203509956 0.5670557
## 2671 2015-05-30 6.726233 0 0.9206884914 0.5235748
## 2672 2015-05-31 6.932448 0 0.9210259872 0.5396267
## 2673 2015-06-01 7.074117 0 0.9213634830 0.5506543
## 2674 2015-06-02 7.202661 0 0.9217009787 0.5606603
## 2675 2015-06-03 7.164720 0 0.9220384745 0.5577070
## 2676 2015-06-04 7.067320 0 0.9223759703 0.5501253
## 2677 2015-06-05 6.906755 0 0.9227134661 0.5376268
## 2678 2015-06-06 6.677083 0 0.9230509619 0.5197490
## 2679 2015-06-07 6.517671 0 0.9233884576 0.5073402
## 2680 2015-06-08 7.043160 0 0.9237259534 0.5482446
## 2681 2015-06-09 7.043160 0 0.9240634492 0.5482446
## 2682 2015-06-10 6.917706 0 0.9244009450 0.5384792
## 2683 2015-06-11 7.057898 0 0.9247384408 0.5493918
## 2684 2015-06-12 6.855409 0 0.9250759366 0.5336299
## 2685 2015-06-13 6.643790 0 0.9254134323 0.5171574
## 2686 2015-06-14 6.525030 0 0.9257509281 0.5079130
## 2687 2015-06-15 6.890609 0 0.9260884239 0.5363700
## 2688 2015-06-16 6.926577 0 0.9264259197 0.5391697
## 2689 2015-06-17 7.004882 0 0.9267634155 0.5452650
## 2690 2015-06-18 6.873164 0 0.9271009112 0.5350120
## 2691 2015-06-19 6.890609 0 0.9274384070 0.5363700
## 2692 2015-06-20 6.442540 0 0.9277759028 0.5014920
## 2693 2015-06-21 6.835185 0 0.9281133986 0.5320557
## 2694 2015-06-22 7.272398 0 0.9284508944 0.5660887
## 2695 2015-06-23 7.077498 0 0.9287883901 0.5509175
## 2696 2015-06-24 7.344073 0 0.9291258859 0.5716679
## 2697 2015-06-25 7.291656 0 0.9294633817 0.5675878
## 2698 2015-06-26 7.271704 0 0.9298008775 0.5660346
## 2699 2015-06-27 7.454720 0 0.9301383733 0.5802808
## 2700 2015-06-28 6.692084 0 0.9304758691 0.5209166
## 2701 2015-06-29 6.963190 0 0.9308133648 0.5420197
## 2702 2015-06-30 7.016610 0 0.9311508606 0.5461779
## 2703 2015-07-01 6.791221 0 0.9314883564 0.5286336
## 2704 2015-07-02 6.820016 0 0.9318258522 0.5308750
## 2705 2015-07-03 6.618739 0 0.9321633480 0.5152074
## 2706 2015-07-04 6.473891 0 0.9325008437 0.5039323
## 2707 2015-07-05 6.499787 0 0.9328383395 0.5059481
## 2708 2015-07-06 6.859615 0 0.9331758353 0.5339573
## 2709 2015-07-07 6.881411 0 0.9335133311 0.5356540
## 2710 2015-07-08 6.997596 0 0.9338508269 0.5446979
## 2711 2015-07-09 7.152269 0 0.9341883226 0.5567377
## 2712 2015-07-10 7.196687 0 0.9345258184 0.5601952
## 2713 2015-07-11 6.708084 0 0.9348633142 0.5221621
## 2714 2015-07-12 6.982863 0 0.9352008100 0.5435510
## 2715 2015-07-13 7.128496 0 0.9355383058 0.5548872
## 2716 2015-07-14 7.089243 0 0.9358758016 0.5518318
## 2717 2015-07-15 7.198931 0 0.9362132973 0.5603700
## 2718 2015-07-16 8.090709 0 0.9365507931 0.6297866
## 2719 2015-07-17 7.393878 0 0.9368882889 0.5755448
## 2720 2015-07-18 7.050123 0 0.9372257847 0.5487866
## 2721 2015-07-19 7.195187 0 0.9375632805 0.5600785
## 2722 2015-07-20 7.441320 0 0.9379007762 0.5792377
## 2723 2015-07-21 7.417580 0 0.9382382720 0.5773898
## 2724 2015-07-22 7.474205 0 0.9385757678 0.5817975
## 2725 2015-07-23 7.392648 0 0.9389132636 0.5754490
## 2726 2015-07-24 7.185387 0 0.9392507594 0.5593157
## 2727 2015-07-25 6.864848 0 0.9395882551 0.5343647
## 2728 2015-07-26 6.834109 0 0.9399257509 0.5319719
## 2729 2015-07-27 7.287561 0 0.9402632467 0.5672690
## 2730 2015-07-28 7.224025 0 0.9406007425 0.5623233
## 2731 2015-07-29 7.244228 0 0.9409382383 0.5638959
## 2732 2015-07-30 7.306531 0 0.9412757341 0.5687456
## 2733 2015-07-31 7.317212 0 0.9416132298 0.5695771
## 2734 2015-08-01 6.958448 0 0.9419507256 0.5416506
## 2735 2015-08-02 6.825460 0 0.9422882214 0.5312987
## 2736 2015-08-03 7.181592 0 0.9426257172 0.5590203
## 2737 2015-08-04 7.276556 0 0.9429632130 0.5664124
## 2738 2015-08-05 7.271009 0 0.9433007087 0.5659805
## 2739 2015-08-06 7.824446 0 0.9436382045 0.6090605
## 2740 2015-08-07 7.419381 0 0.9439757003 0.5775299
## 2741 2015-08-08 7.007601 0 0.9443131961 0.5454767
## 2742 2015-08-09 7.073270 0 0.9446506919 0.5505884
## 2743 2015-08-10 7.265430 0 0.9449881876 0.5655463
## 2744 2015-08-11 7.602401 0 0.9453256834 0.5917764
## 2745 2015-08-12 7.557473 0 0.9456631792 0.5882791
## 2746 2015-08-13 7.582229 0 0.9460006750 0.5902062
## 2747 2015-08-14 7.289611 0 0.9463381708 0.5674285
## 2748 2015-08-15 7.330405 0 0.9466756666 0.5706040
## 2749 2015-08-16 7.221105 0 0.9470131623 0.5620960
## 2750 2015-08-17 7.431300 0 0.9473506581 0.5784577
## 2751 2015-08-18 7.750184 0 0.9476881539 0.6032799
## 2752 2015-08-19 7.629976 0 0.9480256497 0.5939228
## 2753 2015-08-20 7.730614 0 0.9483631455 0.6017565
## 2754 2015-08-21 7.824046 0 0.9487006412 0.6090294
## 2755 2015-08-22 7.226209 0 0.9490381370 0.5624933
## 2756 2015-08-23 7.477038 0 0.9493756328 0.5820180
## 2757 2015-08-24 7.863267 0 0.9497131286 0.6120823
## 2758 2015-08-25 7.949091 0 0.9500506244 0.6187630
## 2759 2015-08-26 7.769801 0 0.9503881201 0.6048069
## 2760 2015-08-27 7.579679 0 0.9507256159 0.5900076
## 2761 2015-08-28 7.549083 0 0.9510631117 0.5876260
## 2762 2015-08-29 7.291656 0 0.9514006075 0.5675878
## 2763 2015-08-30 7.789869 0 0.9517381033 0.6063690
## 2764 2015-08-31 7.656810 0 0.9520755991 0.5960116
## 2765 2015-09-01 7.534763 0 0.9524130948 0.5865113
## 2766 2015-09-02 7.665285 0 0.9527505906 0.5966713
## 2767 2015-09-03 8.066521 0 0.9530880864 0.6279038
## 2768 2015-09-04 8.149313 0 0.9534255822 0.6343484
## 2769 2015-09-05 7.725330 0 0.9537630780 0.6013452
## 2770 2015-09-06 7.717351 0 0.9541005737 0.6007242
## 2771 2015-09-07 7.677864 0 0.9544380695 0.5976504
## 2772 2015-09-08 7.895063 0 0.9547755653 0.6145574
## 2773 2015-09-09 8.079928 0 0.9551130611 0.6289474
## 2774 2015-09-10 8.193400 0 0.9554505569 0.6377802
## 2775 2015-09-11 8.665096 0 0.9557880526 0.6744973
## 2776 2015-09-12 7.844633 0 0.9561255484 0.6106318
## 2777 2015-09-13 8.779096 0 0.9564630442 0.6833711
## 2778 2015-09-14 9.058703 0 0.9568005400 0.7051360
## 2779 2015-09-15 8.421783 0 0.9571380358 0.6555576
## 2780 2015-09-16 8.072155 0 0.9574755316 0.6283424
## 2781 2015-09-17 8.404696 0 0.9578130273 0.6542276
## 2782 2015-09-18 9.721846 0 0.9581505231 0.7567555
## 2783 2015-09-19 8.114025 0 0.9584880189 0.6316016
## 2784 2015-09-20 8.430763 0 0.9588255147 0.6562567
## 2785 2015-09-21 8.548886 0 0.9591630105 0.6654514
## 2786 2015-09-22 8.322880 0 0.9595005062 0.6478590
## 2787 2015-09-23 8.008366 0 0.9598380020 0.6233769
## 2788 2015-09-24 8.119994 0 0.9601754978 0.6320661
## 2789 2015-09-25 8.582606 0 0.9605129936 0.6680762
## 2790 2015-09-26 7.609862 0 0.9608504894 0.5923571
## 2791 2015-09-27 8.412055 0 0.9611879852 0.6548004
## 2792 2015-09-28 9.541010 0 0.9615254809 0.7426791
## 2793 2015-09-29 8.559486 0 0.9618629767 0.6662765
## 2794 2015-09-30 8.144389 0 0.9622004725 0.6339651
## 2795 2015-10-01 7.991254 0 0.9625379683 0.6220449
## 2796 2015-10-02 7.885329 0 0.9628754641 0.6137997
## 2797 2015-10-03 7.459915 0 0.9632129598 0.5806851
## 2798 2015-10-04 8.375169 0 0.9635504556 0.6519291
## 2799 2015-10-05 8.726806 0 0.9638879514 0.6793008
## 2800 2015-10-06 8.075272 0 0.9642254472 0.6285849
## 2801 2015-10-07 7.800573 0 0.9645629430 0.6072022
## 2802 2015-10-08 7.749753 0 0.9649004387 0.6032464
## 2803 2015-10-09 7.919720 0 0.9652379345 0.6164767
## 2804 2015-10-10 7.356280 0 0.9655754303 0.5726181
## 2805 2015-10-11 8.173011 0 0.9659129261 0.6361931
## 2806 2015-10-13 8.261010 0 0.9665879177 0.6430429
## 2807 2015-10-14 7.846590 0 0.9669254134 0.6107842
## 2808 2015-10-15 7.740230 0 0.9672629092 0.6025050
## 2809 2015-10-16 7.830426 0 0.9676004050 0.6095260
## 2810 2015-10-17 7.361375 0 0.9679379008 0.5730147
## 2811 2015-10-18 8.298788 0 0.9682753966 0.6459836
## 2812 2015-10-19 8.741776 0 0.9686128923 0.6804661
## 2813 2015-10-20 8.397057 0 0.9689503881 0.6536330
## 2814 2015-10-21 7.778211 0 0.9692878839 0.6054616
## 2815 2015-10-22 7.933797 0 0.9696253797 0.6175724
## 2816 2015-10-23 7.860185 0 0.9699628755 0.6118424
## 2817 2015-10-24 7.942362 0 0.9703003712 0.6182392
## 2818 2015-10-25 8.198089 0 0.9706378670 0.6381452
## 2819 2015-10-26 8.429018 0 0.9709753628 0.6561208
## 2820 2015-10-27 8.056744 0 0.9713128586 0.6271427
## 2821 2015-10-28 7.811163 0 0.9716503544 0.6080266
## 2822 2015-10-29 7.786552 0 0.9719878502 0.6061108
## 2823 2015-10-30 8.108623 0 0.9723253459 0.6311811
## 2824 2015-10-31 7.621195 0 0.9726628417 0.5932393
## 2825 2015-11-01 8.092851 0 0.9730003375 0.6299533
## 2826 2015-11-02 9.392245 0 0.9733378333 0.7310991
## 2827 2015-11-03 8.453188 0 0.9736753291 0.6580022
## 2828 2015-11-04 8.094378 0 0.9740128248 0.6300722
## 2829 2015-11-05 7.991254 0 0.9743503206 0.6220449
## 2830 2015-11-06 8.328209 0 0.9746878164 0.6482738
## 2831 2015-11-07 7.641084 0 0.9750253122 0.5947875
## 2832 2015-11-08 8.486322 0 0.9753628080 0.6605814
## 2833 2015-11-09 9.163563 0 0.9757003037 0.7132983
## 2834 2015-11-10 8.188411 0 0.9760377995 0.6373918
## 2835 2015-11-11 7.826443 0 0.9763752953 0.6092160
## 2836 2015-11-12 7.960673 0 0.9767127911 0.6196645
## 2837 2015-11-13 7.672292 0 0.9770502869 0.5972168
## 2838 2015-11-14 7.163172 0 0.9773877827 0.5575865
## 2839 2015-11-15 7.902118 0 0.9777252784 0.6151065
## 2840 2015-11-16 9.634300 0 0.9780627742 0.7499408
## 2841 2015-11-17 8.848222 0 0.9784002700 0.6887520
## 2842 2015-11-18 8.383205 0 0.9787377658 0.6525547
## 2843 2015-11-19 8.164510 0 0.9790752616 0.6355313
## 2844 2015-11-20 8.052933 0 0.9794127573 0.6268461
## 2845 2015-11-21 7.561122 0 0.9797502531 0.5885631
## 2846 2015-11-22 8.256348 0 0.9800877489 0.6426800
## 2847 2015-11-23 8.672828 0 0.9804252447 0.6750992
## 2848 2015-11-24 8.306472 0 0.9807627405 0.6465818
## 2849 2015-11-25 8.058960 0 0.9811002362 0.6273152
## 2850 2015-11-26 7.872455 0 0.9814377320 0.6127976
## 2851 2015-11-27 8.195334 0 0.9817752278 0.6379307
## 2852 2015-11-28 7.591357 0 0.9821127236 0.5909167
## 2853 2015-11-29 8.021585 0 0.9824502194 0.6244059
## 2854 2015-11-30 12.149672 0 0.9827877152 0.9457392
## 2855 2015-12-01 11.523044 0 0.9831252109 0.8969620
## 2856 2015-12-02 8.711773 0 0.9834627067 0.6781306
## 2857 2015-12-03 8.056110 0 0.9838002025 0.6270934
## 2858 2015-12-04 8.081475 0 0.9841376983 0.6290678
## 2859 2015-12-05 7.458763 0 0.9844751941 0.5805954
## 2860 2015-12-06 8.014005 0 0.9848126898 0.6238159
## 2861 2015-12-07 8.496786 0 0.9851501856 0.6613960
## 2862 2015-12-08 7.981050 0 0.9854876814 0.6212506
## 2863 2015-12-09 7.777793 0 0.9858251772 0.6054290
## 2864 2015-12-10 8.260234 0 0.9861626730 0.6429826
## 2865 2015-12-11 7.866339 0 0.9865001687 0.6123215
## 2866 2015-12-12 7.310550 0 0.9868376645 0.5690585
## 2867 2015-12-13 7.718241 0 0.9871751603 0.6007934
## 2868 2015-12-14 8.319474 0 0.9875126561 0.6475938
## 2869 2015-12-15 8.236685 0 0.9878501519 0.6411495
## 2870 2015-12-16 7.807510 0 0.9881876477 0.6077422
## 2871 2015-12-17 7.591862 0 0.9885251434 0.5909560
## 2872 2015-12-18 7.528869 0 0.9888626392 0.5860526
## 2873 2015-12-19 7.171657 0 0.9892001350 0.5582469
## 2874 2015-12-20 7.891331 0 0.9895376308 0.6142669
## 2875 2015-12-21 8.360071 0 0.9898751266 0.6507540
## 2876 2015-12-22 8.110427 0 0.9902126223 0.6313215
## 2877 2015-12-23 7.775276 0 0.9905501181 0.6052331
## 2878 2015-12-24 7.347300 0 0.9908876139 0.5719191
## 2879 2015-12-25 7.301822 0 0.9912251097 0.5683791
## 2880 2015-12-26 7.120444 0 0.9915626055 0.5542605
## 2881 2015-12-27 8.878776 0 0.9919001012 0.6911303
## 2882 2015-12-28 9.250618 0 0.9922375970 0.7200748
## 2883 2015-12-29 9.247925 0 0.9925750928 0.7198651
## 2884 2015-12-30 8.391403 0 0.9929125886 0.6531928
## 2885 2015-12-31 8.004700 0 0.9932500844 0.6230916
## 2886 2016-01-01 7.589336 0 0.9935875802 0.5907593
## 2887 2016-01-02 7.825245 0 0.9939250759 0.6091227
## 2888 2016-01-03 8.249314 0 0.9942625717 0.6421325
## 2889 2016-01-04 9.295141 0 0.9946000675 0.7235404
## 2890 2016-01-05 8.568266 0 0.9949375633 0.6669600
## 2891 2016-01-06 8.352554 0 0.9952750591 0.6501688
## 2892 2016-01-07 8.295798 0 0.9956125548 0.6457509
## 2893 2016-01-08 8.290293 0 0.9959500506 0.6453223
## 2894 2016-01-09 7.785721 0 0.9962875464 0.6060461
## 2895 2016-01-10 8.281724 0 0.9966250422 0.6446553
## 2896 2016-01-11 8.470730 0 0.9969625380 0.6593677
## 2897 2016-01-12 8.135054 0 0.9973000337 0.6332384
## 2898 2016-01-13 8.067149 0 0.9976375295 0.6279527
## 2899 2016-01-14 8.023552 0 0.9979750253 0.6245591
## 2900 2016-01-15 8.021913 0 0.9983125211 0.6244314
## 2901 2016-01-16 7.817223 0 0.9986500169 0.6084982
## 2902 2016-01-17 9.273878 0 0.9989875127 0.7218854
## 2903 2016-01-18 10.333775 0 0.9993250084 0.8043885
## 2904 2016-01-19 9.125871 0 0.9996625042 0.7103644
## 2905 2016-01-20 8.891374 0 1.0000000000 0.6921109
##
## $history.dates
## [1] "2007-12-10 GMT" "2007-12-11 GMT" "2007-12-12 GMT" "2007-12-13 GMT"
## [5] "2007-12-14 GMT" "2007-12-15 GMT" "2007-12-16 GMT" "2007-12-17 GMT"
## [9] "2007-12-18 GMT" "2007-12-19 GMT" "2007-12-20 GMT" "2007-12-21 GMT"
## [13] "2007-12-22 GMT" "2007-12-23 GMT" "2007-12-24 GMT" "2007-12-25 GMT"
## [17] "2007-12-26 GMT" "2007-12-27 GMT" "2007-12-28 GMT" "2007-12-29 GMT"
## [21] "2007-12-30 GMT" "2007-12-31 GMT" "2008-01-01 GMT" "2008-01-02 GMT"
## [25] "2008-01-03 GMT" "2008-01-04 GMT" "2008-01-05 GMT" "2008-01-06 GMT"
## [29] "2008-01-07 GMT" "2008-01-08 GMT" "2008-01-09 GMT" "2008-01-10 GMT"
## [33] "2008-01-11 GMT" "2008-01-12 GMT" "2008-01-13 GMT" "2008-01-14 GMT"
## [37] "2008-01-15 GMT" "2008-01-16 GMT" "2008-01-17 GMT" "2008-01-18 GMT"
## [41] "2008-01-19 GMT" "2008-01-20 GMT" "2008-01-21 GMT" "2008-01-22 GMT"
## [45] "2008-01-23 GMT" "2008-01-24 GMT" "2008-01-25 GMT" "2008-01-26 GMT"
## [49] "2008-01-27 GMT" "2008-01-28 GMT" "2008-01-29 GMT" "2008-01-30 GMT"
## [53] "2008-02-01 GMT" "2008-02-02 GMT" "2008-02-03 GMT" "2008-02-04 GMT"
## [57] "2008-02-05 GMT" "2008-02-06 GMT" "2008-02-07 GMT" "2008-02-08 GMT"
## [61] "2008-02-09 GMT" "2008-02-10 GMT" "2008-02-11 GMT" "2008-02-12 GMT"
## [65] "2008-02-13 GMT" "2008-02-14 GMT" "2008-02-15 GMT" "2008-02-16 GMT"
## [69] "2008-02-17 GMT" "2008-02-18 GMT" "2008-02-19 GMT" "2008-02-20 GMT"
## [73] "2008-02-21 GMT" "2008-02-22 GMT" "2008-02-23 GMT" "2008-02-24 GMT"
## [77] "2008-02-25 GMT" "2008-02-26 GMT" "2008-02-27 GMT" "2008-02-29 GMT"
## [81] "2008-03-02 GMT" "2008-03-05 GMT" "2008-03-06 GMT" "2008-03-07 GMT"
## [85] "2008-03-08 GMT" "2008-03-09 GMT" "2008-03-10 GMT" "2008-03-11 GMT"
## [89] "2008-03-12 GMT" "2008-03-13 GMT" "2008-03-14 GMT" "2008-03-15 GMT"
## [93] "2008-03-16 GMT" "2008-03-17 GMT" "2008-03-18 GMT" "2008-03-19 GMT"
## [97] "2008-03-20 GMT" "2008-03-21 GMT" "2008-03-22 GMT" "2008-03-23 GMT"
## [101] "2008-03-24 GMT" "2008-03-25 GMT" "2008-03-26 GMT" "2008-03-27 GMT"
## [105] "2008-03-28 GMT" "2008-03-29 GMT" "2008-03-30 GMT" "2008-03-31 GMT"
## [109] "2008-04-01 GMT" "2008-04-02 GMT" "2008-04-03 GMT" "2008-04-04 GMT"
## [113] "2008-04-05 GMT" "2008-04-06 GMT" "2008-04-07 GMT" "2008-04-08 GMT"
## [117] "2008-04-09 GMT" "2008-04-10 GMT" "2008-04-11 GMT" "2008-04-12 GMT"
## [121] "2008-04-13 GMT" "2008-04-14 GMT" "2008-04-15 GMT" "2008-04-16 GMT"
## [125] "2008-04-17 GMT" "2008-04-18 GMT" "2008-04-19 GMT" "2008-04-20 GMT"
## [129] "2008-04-21 GMT" "2008-04-22 GMT" "2008-04-23 GMT" "2008-04-24 GMT"
## [133] "2008-04-25 GMT" "2008-04-26 GMT" "2008-04-27 GMT" "2008-04-28 GMT"
## [137] "2008-04-29 GMT" "2008-04-30 GMT" "2008-05-01 GMT" "2008-05-02 GMT"
## [141] "2008-05-03 GMT" "2008-05-04 GMT" "2008-05-05 GMT" "2008-05-06 GMT"
## [145] "2008-05-07 GMT" "2008-05-08 GMT" "2008-05-09 GMT" "2008-05-10 GMT"
## [149] "2008-05-11 GMT" "2008-05-12 GMT" "2008-05-13 GMT" "2008-05-14 GMT"
## [153] "2008-05-15 GMT" "2008-05-16 GMT" "2008-05-17 GMT" "2008-05-18 GMT"
## [157] "2008-05-19 GMT" "2008-05-20 GMT" "2008-05-21 GMT" "2008-05-22 GMT"
## [161] "2008-05-23 GMT" "2008-05-24 GMT" "2008-05-25 GMT" "2008-05-26 GMT"
## [165] "2008-05-27 GMT" "2008-05-28 GMT" "2008-05-29 GMT" "2008-05-30 GMT"
## [169] "2008-05-31 GMT" "2008-06-03 GMT" "2008-06-04 GMT" "2008-06-05 GMT"
## [173] "2008-06-06 GMT" "2008-06-07 GMT" "2008-06-08 GMT" "2008-06-09 GMT"
## [177] "2008-06-10 GMT" "2008-06-11 GMT" "2008-06-12 GMT" "2008-06-13 GMT"
## [181] "2008-06-14 GMT" "2008-06-15 GMT" "2008-06-16 GMT" "2008-06-17 GMT"
## [185] "2008-06-18 GMT" "2008-06-19 GMT" "2008-06-20 GMT" "2008-06-21 GMT"
## [189] "2008-06-22 GMT" "2008-06-23 GMT" "2008-06-24 GMT" "2008-06-25 GMT"
## [193] "2008-06-26 GMT" "2008-06-27 GMT" "2008-06-28 GMT" "2008-06-29 GMT"
## [197] "2008-06-30 GMT" "2008-07-02 GMT" "2008-07-03 GMT" "2008-07-04 GMT"
## [201] "2008-07-05 GMT" "2008-07-06 GMT" "2008-07-07 GMT" "2008-07-08 GMT"
## [205] "2008-07-09 GMT" "2008-07-10 GMT" "2008-07-11 GMT" "2008-07-12 GMT"
## [209] "2008-08-01 GMT" "2008-08-02 GMT" "2008-08-03 GMT" "2008-08-04 GMT"
## [213] "2008-08-05 GMT" "2008-08-06 GMT" "2008-08-07 GMT" "2008-08-08 GMT"
## [217] "2008-08-09 GMT" "2008-08-10 GMT" "2008-08-11 GMT" "2008-08-12 GMT"
## [221] "2008-08-13 GMT" "2008-08-14 GMT" "2008-08-15 GMT" "2008-08-16 GMT"
## [225] "2008-08-17 GMT" "2008-08-18 GMT" "2008-08-19 GMT" "2008-08-20 GMT"
## [229] "2008-08-21 GMT" "2008-08-22 GMT" "2008-08-23 GMT" "2008-08-24 GMT"
## [233] "2008-08-25 GMT" "2008-08-26 GMT" "2008-08-27 GMT" "2008-08-28 GMT"
## [237] "2008-08-29 GMT" "2008-08-30 GMT" "2008-08-31 GMT" "2008-09-01 GMT"
## [241] "2008-09-02 GMT" "2008-09-03 GMT" "2008-09-04 GMT" "2008-09-05 GMT"
## [245] "2008-09-06 GMT" "2008-09-07 GMT" "2008-09-08 GMT" "2008-09-09 GMT"
## [249] "2008-09-10 GMT" "2008-09-11 GMT" "2008-09-12 GMT" "2008-09-13 GMT"
## [253] "2008-09-14 GMT" "2008-09-15 GMT" "2008-09-16 GMT" "2008-09-17 GMT"
## [257] "2008-09-18 GMT" "2008-09-19 GMT" "2008-09-20 GMT" "2008-09-21 GMT"
## [261] "2008-09-22 GMT" "2008-09-23 GMT" "2008-09-24 GMT" "2008-09-25 GMT"
## [265] "2008-09-26 GMT" "2008-09-27 GMT" "2008-09-28 GMT" "2008-09-29 GMT"
## [269] "2008-09-30 GMT" "2008-10-01 GMT" "2008-10-02 GMT" "2008-10-03 GMT"
## [273] "2008-10-04 GMT" "2008-10-05 GMT" "2008-10-06 GMT" "2008-10-07 GMT"
## [277] "2008-10-08 GMT" "2008-10-09 GMT" "2008-10-10 GMT" "2008-10-11 GMT"
## [281] "2008-10-12 GMT" "2008-10-13 GMT" "2008-10-14 GMT" "2008-10-15 GMT"
## [285] "2008-10-16 GMT" "2008-10-17 GMT" "2008-10-18 GMT" "2008-10-19 GMT"
## [289] "2008-10-20 GMT" "2008-10-23 GMT" "2008-10-24 GMT" "2008-10-25 GMT"
## [293] "2008-10-26 GMT" "2008-10-27 GMT" "2008-10-28 GMT" "2008-10-29 GMT"
## [297] "2008-10-30 GMT" "2008-10-31 GMT" "2008-11-01 GMT" "2008-11-02 GMT"
## [301] "2008-11-03 GMT" "2008-11-04 GMT" "2008-11-05 GMT" "2008-11-06 GMT"
## [305] "2008-11-07 GMT" "2008-11-08 GMT" "2008-11-09 GMT" "2008-11-10 GMT"
## [309] "2008-11-11 GMT" "2008-11-12 GMT" "2008-11-13 GMT" "2008-11-14 GMT"
## [313] "2008-11-15 GMT" "2008-11-16 GMT" "2008-11-17 GMT" "2008-11-18 GMT"
## [317] "2008-11-19 GMT" "2008-11-20 GMT" "2008-11-21 GMT" "2008-11-22 GMT"
## [321] "2008-11-23 GMT" "2008-11-24 GMT" "2008-11-25 GMT" "2008-11-26 GMT"
## [325] "2008-11-27 GMT" "2008-11-28 GMT" "2008-11-29 GMT" "2008-11-30 GMT"
## [329] "2008-12-01 GMT" "2008-12-02 GMT" "2008-12-03 GMT" "2008-12-04 GMT"
## [333] "2008-12-05 GMT" "2008-12-06 GMT" "2008-12-07 GMT" "2008-12-08 GMT"
## [337] "2008-12-09 GMT" "2008-12-10 GMT" "2008-12-11 GMT" "2008-12-12 GMT"
## [341] "2008-12-13 GMT" "2008-12-14 GMT" "2008-12-15 GMT" "2008-12-16 GMT"
## [345] "2008-12-17 GMT" "2008-12-18 GMT" "2008-12-19 GMT" "2008-12-20 GMT"
## [349] "2008-12-21 GMT" "2008-12-22 GMT" "2008-12-23 GMT" "2008-12-24 GMT"
## [353] "2008-12-25 GMT" "2008-12-26 GMT" "2008-12-27 GMT" "2008-12-28 GMT"
## [357] "2008-12-29 GMT" "2008-12-30 GMT" "2008-12-31 GMT" "2009-01-01 GMT"
## [361] "2009-01-02 GMT" "2009-01-03 GMT" "2009-01-04 GMT" "2009-01-05 GMT"
## [365] "2009-01-06 GMT" "2009-01-07 GMT" "2009-01-08 GMT" "2009-01-09 GMT"
## [369] "2009-01-10 GMT" "2009-01-11 GMT" "2009-01-12 GMT" "2009-01-13 GMT"
## [373] "2009-01-14 GMT" "2009-01-15 GMT" "2009-01-16 GMT" "2009-01-17 GMT"
## [377] "2009-01-18 GMT" "2009-01-19 GMT" "2009-01-20 GMT" "2009-01-21 GMT"
## [381] "2009-01-22 GMT" "2009-01-23 GMT" "2009-01-24 GMT" "2009-01-25 GMT"
## [385] "2009-01-26 GMT" "2009-01-27 GMT" "2009-01-28 GMT" "2009-01-29 GMT"
## [389] "2009-01-30 GMT" "2009-01-31 GMT" "2009-02-01 GMT" "2009-02-02 GMT"
## [393] "2009-02-03 GMT" "2009-02-04 GMT" "2009-02-05 GMT" "2009-02-06 GMT"
## [397] "2009-02-07 GMT" "2009-02-08 GMT" "2009-02-09 GMT" "2009-02-10 GMT"
## [401] "2009-02-11 GMT" "2009-02-12 GMT" "2009-02-13 GMT" "2009-02-14 GMT"
## [405] "2009-02-15 GMT" "2009-02-16 GMT" "2009-02-17 GMT" "2009-02-18 GMT"
## [409] "2009-02-19 GMT" "2009-02-20 GMT" "2009-02-21 GMT" "2009-02-22 GMT"
## [413] "2009-02-23 GMT" "2009-02-24 GMT" "2009-02-25 GMT" "2009-02-26 GMT"
## [417] "2009-02-27 GMT" "2009-02-28 GMT" "2009-03-01 GMT" "2009-03-02 GMT"
## [421] "2009-03-03 GMT" "2009-03-04 GMT" "2009-03-05 GMT" "2009-03-06 GMT"
## [425] "2009-03-07 GMT" "2009-03-08 GMT" "2009-03-09 GMT" "2009-03-10 GMT"
## [429] "2009-03-11 GMT" "2009-03-12 GMT" "2009-03-13 GMT" "2009-03-14 GMT"
## [433] "2009-03-15 GMT" "2009-03-16 GMT" "2009-03-17 GMT" "2009-03-18 GMT"
## [437] "2009-03-19 GMT" "2009-03-20 GMT" "2009-03-21 GMT" "2009-03-22 GMT"
## [441] "2009-03-23 GMT" "2009-03-24 GMT" "2009-03-25 GMT" "2009-03-26 GMT"
## [445] "2009-03-27 GMT" "2009-03-28 GMT" "2009-03-29 GMT" "2009-03-30 GMT"
## [449] "2009-03-31 GMT" "2009-04-01 GMT" "2009-04-02 GMT" "2009-04-03 GMT"
## [453] "2009-04-04 GMT" "2009-04-05 GMT" "2009-04-06 GMT" "2009-04-07 GMT"
## [457] "2009-04-08 GMT" "2009-04-09 GMT" "2009-04-10 GMT" "2009-04-11 GMT"
## [461] "2009-04-12 GMT" "2009-04-13 GMT" "2009-04-14 GMT" "2009-04-15 GMT"
## [465] "2009-04-16 GMT" "2009-04-17 GMT" "2009-04-18 GMT" "2009-04-19 GMT"
## [469] "2009-04-20 GMT" "2009-04-21 GMT" "2009-04-22 GMT" "2009-04-23 GMT"
## [473] "2009-04-24 GMT" "2009-04-25 GMT" "2009-04-26 GMT" "2009-04-27 GMT"
## [477] "2009-04-28 GMT" "2009-04-29 GMT" "2009-04-30 GMT" "2009-05-01 GMT"
## [481] "2009-05-02 GMT" "2009-05-03 GMT" "2009-05-04 GMT" "2009-05-05 GMT"
## [485] "2009-05-06 GMT" "2009-05-07 GMT" "2009-05-08 GMT" "2009-05-09 GMT"
## [489] "2009-05-10 GMT" "2009-05-11 GMT" "2009-05-12 GMT" "2009-05-13 GMT"
## [493] "2009-05-14 GMT" "2009-05-15 GMT" "2009-05-16 GMT" "2009-05-17 GMT"
## [497] "2009-05-18 GMT" "2009-05-19 GMT" "2009-05-20 GMT" "2009-05-21 GMT"
## [501] "2009-05-22 GMT" "2009-05-23 GMT" "2009-05-24 GMT" "2009-05-25 GMT"
## [505] "2009-05-26 GMT" "2009-05-27 GMT" "2009-05-28 GMT" "2009-05-29 GMT"
## [509] "2009-05-30 GMT" "2009-05-31 GMT" "2009-06-01 GMT" "2009-06-02 GMT"
## [513] "2009-06-03 GMT" "2009-06-04 GMT" "2009-06-05 GMT" "2009-06-06 GMT"
## [517] "2009-06-07 GMT" "2009-06-08 GMT" "2009-06-09 GMT" "2009-06-10 GMT"
## [521] "2009-06-11 GMT" "2009-06-12 GMT" "2009-06-13 GMT" "2009-06-14 GMT"
## [525] "2009-06-15 GMT" "2009-06-16 GMT" "2009-06-17 GMT" "2009-06-18 GMT"
## [529] "2009-06-19 GMT" "2009-06-20 GMT" "2009-06-21 GMT" "2009-06-22 GMT"
## [533] "2009-06-23 GMT" "2009-06-24 GMT" "2009-06-25 GMT" "2009-06-26 GMT"
## [537] "2009-06-27 GMT" "2009-06-28 GMT" "2009-06-29 GMT" "2009-06-30 GMT"
## [541] "2009-07-01 GMT" "2009-07-02 GMT" "2009-07-03 GMT" "2009-07-04 GMT"
## [545] "2009-07-05 GMT" "2009-07-06 GMT" "2009-07-07 GMT" "2009-07-08 GMT"
## [549] "2009-07-09 GMT" "2009-07-10 GMT" "2009-07-11 GMT" "2009-07-12 GMT"
## [553] "2009-07-13 GMT" "2009-07-14 GMT" "2009-07-15 GMT" "2009-07-16 GMT"
## [557] "2009-07-17 GMT" "2009-07-18 GMT" "2009-07-19 GMT" "2009-07-20 GMT"
## [561] "2009-07-21 GMT" "2009-07-22 GMT" "2009-07-23 GMT" "2009-07-24 GMT"
## [565] "2009-07-25 GMT" "2009-07-26 GMT" "2009-07-27 GMT" "2009-07-28 GMT"
## [569] "2009-07-29 GMT" "2009-07-30 GMT" "2009-07-31 GMT" "2009-08-01 GMT"
## [573] "2009-08-02 GMT" "2009-08-03 GMT" "2009-08-04 GMT" "2009-08-05 GMT"
## [577] "2009-08-06 GMT" "2009-08-07 GMT" "2009-08-08 GMT" "2009-08-09 GMT"
## [581] "2009-08-10 GMT" "2009-08-11 GMT" "2009-08-12 GMT" "2009-08-13 GMT"
## [585] "2009-08-14 GMT" "2009-08-15 GMT" "2009-08-16 GMT" "2009-08-17 GMT"
## [589] "2009-08-18 GMT" "2009-08-19 GMT" "2009-08-20 GMT" "2009-08-21 GMT"
## [593] "2009-08-22 GMT" "2009-08-23 GMT" "2009-08-24 GMT" "2009-08-25 GMT"
## [597] "2009-08-26 GMT" "2009-08-27 GMT" "2009-08-28 GMT" "2009-08-29 GMT"
## [601] "2009-08-30 GMT" "2009-08-31 GMT" "2009-09-01 GMT" "2009-09-02 GMT"
## [605] "2009-09-03 GMT" "2009-09-04 GMT" "2009-09-05 GMT" "2009-09-06 GMT"
## [609] "2009-09-07 GMT" "2009-09-08 GMT" "2009-09-09 GMT" "2009-09-10 GMT"
## [613] "2009-09-11 GMT" "2009-09-12 GMT" "2009-09-13 GMT" "2009-09-14 GMT"
## [617] "2009-09-15 GMT" "2009-09-16 GMT" "2009-09-17 GMT" "2009-09-18 GMT"
## [621] "2009-09-19 GMT" "2009-09-20 GMT" "2009-09-21 GMT" "2009-09-22 GMT"
## [625] "2009-09-24 GMT" "2009-09-28 GMT" "2009-09-29 GMT" "2009-09-30 GMT"
## [629] "2009-10-01 GMT" "2009-10-02 GMT" "2009-10-03 GMT" "2009-10-04 GMT"
## [633] "2009-10-05 GMT" "2009-10-06 GMT" "2009-10-07 GMT" "2009-10-08 GMT"
## [637] "2009-10-09 GMT" "2009-10-10 GMT" "2009-10-11 GMT" "2009-10-12 GMT"
## [641] "2009-10-13 GMT" "2009-10-17 GMT" "2009-10-18 GMT" "2009-10-19 GMT"
## [645] "2009-10-20 GMT" "2009-10-21 GMT" "2009-10-22 GMT" "2009-10-23 GMT"
## [649] "2009-10-24 GMT" "2009-10-25 GMT" "2009-10-26 GMT" "2009-10-27 GMT"
## [653] "2009-10-28 GMT" "2009-10-29 GMT" "2009-10-30 GMT" "2009-10-31 GMT"
## [657] "2009-11-01 GMT" "2009-11-02 GMT" "2009-11-03 GMT" "2009-11-04 GMT"
## [661] "2009-11-05 GMT" "2009-11-06 GMT" "2009-11-07 GMT" "2009-11-08 GMT"
## [665] "2009-11-09 GMT" "2009-11-10 GMT" "2009-11-11 GMT" "2009-11-12 GMT"
## [669] "2009-11-13 GMT" "2009-11-14 GMT" "2009-11-16 GMT" "2009-11-17 GMT"
## [673] "2009-11-18 GMT" "2009-11-19 GMT" "2009-11-20 GMT" "2009-11-21 GMT"
## [677] "2009-11-23 GMT" "2009-11-24 GMT" "2009-11-25 GMT" "2009-11-26 GMT"
## [681] "2009-11-27 GMT" "2009-11-28 GMT" "2009-11-29 GMT" "2009-11-30 GMT"
## [685] "2009-12-01 GMT" "2009-12-02 GMT" "2009-12-03 GMT" "2009-12-04 GMT"
## [689] "2009-12-05 GMT" "2009-12-06 GMT" "2009-12-07 GMT" "2009-12-08 GMT"
## [693] "2009-12-09 GMT" "2009-12-10 GMT" "2009-12-11 GMT" "2009-12-12 GMT"
## [697] "2009-12-13 GMT" "2009-12-14 GMT" "2009-12-15 GMT" "2009-12-16 GMT"
## [701] "2009-12-17 GMT" "2009-12-18 GMT" "2009-12-19 GMT" "2009-12-20 GMT"
## [705] "2009-12-21 GMT" "2009-12-22 GMT" "2009-12-23 GMT" "2009-12-24 GMT"
## [709] "2009-12-25 GMT" "2009-12-26 GMT" "2009-12-27 GMT" "2009-12-28 GMT"
## [713] "2009-12-29 GMT" "2009-12-30 GMT" "2009-12-31 GMT" "2010-01-01 GMT"
## [717] "2010-01-02 GMT" "2010-01-03 GMT" "2010-01-04 GMT" "2010-01-05 GMT"
## [721] "2010-01-06 GMT" "2010-01-07 GMT" "2010-01-08 GMT" "2010-01-09 GMT"
## [725] "2010-01-10 GMT" "2010-01-11 GMT" "2010-01-12 GMT" "2010-01-13 GMT"
## [729] "2010-01-14 GMT" "2010-01-15 GMT" "2010-01-16 GMT" "2010-01-17 GMT"
## [733] "2010-01-18 GMT" "2010-01-19 GMT" "2010-01-20 GMT" "2010-01-21 GMT"
## [737] "2010-01-22 GMT" "2010-01-25 GMT" "2010-01-26 GMT" "2010-01-27 GMT"
## [741] "2010-01-28 GMT" "2010-01-29 GMT" "2010-01-30 GMT" "2010-01-31 GMT"
## [745] "2010-02-01 GMT" "2010-02-02 GMT" "2010-02-03 GMT" "2010-02-04 GMT"
## [749] "2010-02-05 GMT" "2010-02-06 GMT" "2010-02-07 GMT" "2010-02-09 GMT"
## [753] "2010-02-10 GMT" "2010-02-11 GMT" "2010-02-12 GMT" "2010-02-13 GMT"
## [757] "2010-02-14 GMT" "2010-02-15 GMT" "2010-02-16 GMT" "2010-02-17 GMT"
## [761] "2010-02-18 GMT" "2010-02-19 GMT" "2010-02-20 GMT" "2010-02-21 GMT"
## [765] "2010-02-22 GMT" "2010-02-24 GMT" "2010-02-25 GMT" "2010-02-26 GMT"
## [769] "2010-02-27 GMT" "2010-02-28 GMT" "2010-03-01 GMT" "2010-03-02 GMT"
## [773] "2010-03-03 GMT" "2010-03-04 GMT" "2010-03-05 GMT" "2010-03-06 GMT"
## [777] "2010-03-07 GMT" "2010-03-08 GMT" "2010-03-09 GMT" "2010-03-10 GMT"
## [781] "2010-03-11 GMT" "2010-03-12 GMT" "2010-03-13 GMT" "2010-03-14 GMT"
## [785] "2010-03-15 GMT" "2010-03-16 GMT" "2010-03-17 GMT" "2010-03-18 GMT"
## [789] "2010-03-19 GMT" "2010-03-20 GMT" "2010-03-21 GMT" "2010-03-22 GMT"
## [793] "2010-03-23 GMT" "2010-03-24 GMT" "2010-03-25 GMT" "2010-03-26 GMT"
## [797] "2010-03-27 GMT" "2010-03-28 GMT" "2010-03-29 GMT" "2010-03-30 GMT"
## [801] "2010-03-31 GMT" "2010-04-01 GMT" "2010-04-02 GMT" "2010-04-03 GMT"
## [805] "2010-04-04 GMT" "2010-04-05 GMT" "2010-04-06 GMT" "2010-04-07 GMT"
## [809] "2010-04-08 GMT" "2010-04-09 GMT" "2010-04-10 GMT" "2010-04-11 GMT"
## [813] "2010-04-12 GMT" "2010-04-13 GMT" "2010-04-14 GMT" "2010-04-15 GMT"
## [817] "2010-04-16 GMT" "2010-04-17 GMT" "2010-04-18 GMT" "2010-04-19 GMT"
## [821] "2010-04-20 GMT" "2010-04-21 GMT" "2010-04-22 GMT" "2010-04-23 GMT"
## [825] "2010-04-24 GMT" "2010-04-25 GMT" "2010-04-26 GMT" "2010-04-27 GMT"
## [829] "2010-04-28 GMT" "2010-04-29 GMT" "2010-04-30 GMT" "2010-05-01 GMT"
## [833] "2010-05-02 GMT" "2010-05-03 GMT" "2010-05-04 GMT" "2010-05-05 GMT"
## [837] "2010-05-06 GMT" "2010-05-07 GMT" "2010-05-08 GMT" "2010-05-09 GMT"
## [841] "2010-05-10 GMT" "2010-05-11 GMT" "2010-05-12 GMT" "2010-05-13 GMT"
## [845] "2010-05-14 GMT" "2010-05-15 GMT" "2010-05-16 GMT" "2010-05-17 GMT"
## [849] "2010-05-18 GMT" "2010-05-19 GMT" "2010-05-20 GMT" "2010-05-21 GMT"
## [853] "2010-05-22 GMT" "2010-05-23 GMT" "2010-05-24 GMT" "2010-05-25 GMT"
## [857] "2010-05-26 GMT" "2010-05-27 GMT" "2010-05-28 GMT" "2010-05-29 GMT"
## [861] "2010-05-30 GMT" "2010-05-31 GMT" "2010-06-01 GMT" "2010-06-02 GMT"
## [865] "2010-06-03 GMT" "2010-06-04 GMT" "2010-06-05 GMT" "2010-06-06 GMT"
## [869] "2010-06-07 GMT" "2010-06-08 GMT" "2010-06-09 GMT" "2010-06-10 GMT"
## [873] "2010-06-11 GMT" "2010-06-12 GMT" "2010-06-13 GMT" "2010-06-14 GMT"
## [877] "2010-06-15 GMT" "2010-06-16 GMT" "2010-06-17 GMT" "2010-06-18 GMT"
## [881] "2010-06-19 GMT" "2010-06-20 GMT" "2010-06-21 GMT" "2010-06-22 GMT"
## [885] "2010-06-23 GMT" "2010-06-24 GMT" "2010-06-25 GMT" "2010-06-27 GMT"
## [889] "2010-06-29 GMT" "2010-06-30 GMT" "2010-07-01 GMT" "2010-07-02 GMT"
## [893] "2010-07-03 GMT" "2010-07-04 GMT" "2010-07-06 GMT" "2010-07-11 GMT"
## [897] "2010-07-12 GMT" "2010-07-13 GMT" "2010-07-14 GMT" "2010-07-15 GMT"
## [901] "2010-07-16 GMT" "2010-07-17 GMT" "2010-07-18 GMT" "2010-07-19 GMT"
## [905] "2010-07-20 GMT" "2010-07-21 GMT" "2010-07-22 GMT" "2010-07-23 GMT"
## [909] "2010-07-24 GMT" "2010-07-25 GMT" "2010-07-26 GMT" "2010-07-27 GMT"
## [913] "2010-07-28 GMT" "2010-07-29 GMT" "2010-07-30 GMT" "2010-07-31 GMT"
## [917] "2010-08-01 GMT" "2010-08-02 GMT" "2010-08-03 GMT" "2010-08-04 GMT"
## [921] "2010-08-05 GMT" "2010-08-06 GMT" "2010-08-07 GMT" "2010-08-08 GMT"
## [925] "2010-08-09 GMT" "2010-08-10 GMT" "2010-08-11 GMT" "2010-08-12 GMT"
## [929] "2010-08-13 GMT" "2010-08-14 GMT" "2010-08-15 GMT" "2010-08-16 GMT"
## [933] "2010-08-17 GMT" "2010-08-18 GMT" "2010-08-19 GMT" "2010-08-20 GMT"
## [937] "2010-08-21 GMT" "2010-08-22 GMT" "2010-08-23 GMT" "2010-08-24 GMT"
## [941] "2010-08-25 GMT" "2010-08-26 GMT" "2010-08-27 GMT" "2010-08-28 GMT"
## [945] "2010-08-29 GMT" "2010-08-30 GMT" "2010-08-31 GMT" "2010-09-01 GMT"
## [949] "2010-09-02 GMT" "2010-09-03 GMT" "2010-09-04 GMT" "2010-09-05 GMT"
## [953] "2010-09-06 GMT" "2010-09-07 GMT" "2010-09-08 GMT" "2010-09-09 GMT"
## [957] "2010-09-10 GMT" "2010-09-11 GMT" "2010-09-12 GMT" "2010-09-13 GMT"
## [961] "2010-09-14 GMT" "2010-09-15 GMT" "2010-09-16 GMT" "2010-09-17 GMT"
## [965] "2010-09-18 GMT" "2010-09-19 GMT" "2010-09-20 GMT" "2010-09-21 GMT"
## [969] "2010-09-22 GMT" "2010-09-23 GMT" "2010-09-24 GMT" "2010-09-25 GMT"
## [973] "2010-09-26 GMT" "2010-09-27 GMT" "2010-09-28 GMT" "2010-09-29 GMT"
## [977] "2010-09-30 GMT" "2010-10-01 GMT" "2010-10-02 GMT" "2010-10-03 GMT"
## [981] "2010-10-04 GMT" "2010-10-05 GMT" "2010-10-06 GMT" "2010-10-07 GMT"
## [985] "2010-10-08 GMT" "2010-10-09 GMT" "2010-10-10 GMT" "2010-10-11 GMT"
## [989] "2010-10-12 GMT" "2010-10-13 GMT" "2010-10-14 GMT" "2010-10-15 GMT"
## [993] "2010-10-16 GMT" "2010-10-17 GMT" "2010-10-18 GMT" "2010-10-19 GMT"
## [997] "2010-10-20 GMT" "2010-10-21 GMT" "2010-10-22 GMT" "2010-10-23 GMT"
## [1001] "2010-10-24 GMT" "2010-10-25 GMT" "2010-10-26 GMT" "2010-10-27 GMT"
## [1005] "2010-10-28 GMT" "2010-10-29 GMT" "2010-10-30 GMT" "2010-10-31 GMT"
## [1009] "2010-11-01 GMT" "2010-11-02 GMT" "2010-11-03 GMT" "2010-11-04 GMT"
## [1013] "2010-11-05 GMT" "2010-11-06 GMT" "2010-11-07 GMT" "2010-11-08 GMT"
## [1017] "2010-11-09 GMT" "2010-11-10 GMT" "2010-11-11 GMT" "2010-11-12 GMT"
## [1021] "2010-11-13 GMT" "2010-11-14 GMT" "2010-11-15 GMT" "2010-11-16 GMT"
## [1025] "2010-11-17 GMT" "2010-11-18 GMT" "2010-11-19 GMT" "2010-11-20 GMT"
## [1029] "2010-11-21 GMT" "2010-11-22 GMT" "2010-11-23 GMT" "2010-11-24 GMT"
## [1033] "2010-11-25 GMT" "2010-11-26 GMT" "2010-11-27 GMT" "2010-11-28 GMT"
## [1037] "2010-11-29 GMT" "2010-11-30 GMT" "2010-12-01 GMT" "2010-12-02 GMT"
## [1041] "2010-12-03 GMT" "2010-12-04 GMT" "2010-12-05 GMT" "2010-12-06 GMT"
## [1045] "2010-12-07 GMT" "2010-12-08 GMT" "2010-12-09 GMT" "2010-12-10 GMT"
## [1049] "2010-12-11 GMT" "2010-12-12 GMT" "2010-12-13 GMT" "2010-12-14 GMT"
## [1053] "2010-12-15 GMT" "2010-12-16 GMT" "2010-12-17 GMT" "2010-12-18 GMT"
## [1057] "2010-12-19 GMT" "2010-12-20 GMT" "2010-12-21 GMT" "2010-12-22 GMT"
## [1061] "2010-12-23 GMT" "2010-12-24 GMT" "2010-12-25 GMT" "2010-12-26 GMT"
## [1065] "2010-12-27 GMT" "2010-12-28 GMT" "2010-12-29 GMT" "2010-12-30 GMT"
## [1069] "2010-12-31 GMT" "2011-01-01 GMT" "2011-01-02 GMT" "2011-01-03 GMT"
## [1073] "2011-01-04 GMT" "2011-01-05 GMT" "2011-01-06 GMT" "2011-01-07 GMT"
## [1077] "2011-01-08 GMT" "2011-01-09 GMT" "2011-01-10 GMT" "2011-01-11 GMT"
## [1081] "2011-01-12 GMT" "2011-01-13 GMT" "2011-01-14 GMT" "2011-01-15 GMT"
## [1085] "2011-01-16 GMT" "2011-01-17 GMT" "2011-01-18 GMT" "2011-01-19 GMT"
## [1089] "2011-01-20 GMT" "2011-01-21 GMT" "2011-01-22 GMT" "2011-01-23 GMT"
## [1093] "2011-01-24 GMT" "2011-01-25 GMT" "2011-01-26 GMT" "2011-01-27 GMT"
## [1097] "2011-01-28 GMT" "2011-01-29 GMT" "2011-01-30 GMT" "2011-01-31 GMT"
## [1101] "2011-02-01 GMT" "2011-02-02 GMT" "2011-02-03 GMT" "2011-02-04 GMT"
## [1105] "2011-02-05 GMT" "2011-02-06 GMT" "2011-02-07 GMT" "2011-02-08 GMT"
## [1109] "2011-02-09 GMT" "2011-02-10 GMT" "2011-02-11 GMT" "2011-02-12 GMT"
## [1113] "2011-02-13 GMT" "2011-02-14 GMT" "2011-02-15 GMT" "2011-02-16 GMT"
## [1117] "2011-02-17 GMT" "2011-02-18 GMT" "2011-02-19 GMT" "2011-02-20 GMT"
## [1121] "2011-02-21 GMT" "2011-02-22 GMT" "2011-02-23 GMT" "2011-02-24 GMT"
## [1125] "2011-02-25 GMT" "2011-02-26 GMT" "2011-02-27 GMT" "2011-02-28 GMT"
## [1129] "2011-03-01 GMT" "2011-03-02 GMT" "2011-03-03 GMT" "2011-03-04 GMT"
## [1133] "2011-03-05 GMT" "2011-03-06 GMT" "2011-03-07 GMT" "2011-03-08 GMT"
## [1137] "2011-03-09 GMT" "2011-03-10 GMT" "2011-03-11 GMT" "2011-03-12 GMT"
## [1141] "2011-03-13 GMT" "2011-03-14 GMT" "2011-03-15 GMT" "2011-03-16 GMT"
## [1145] "2011-03-17 GMT" "2011-03-18 GMT" "2011-03-19 GMT" "2011-03-20 GMT"
## [1149] "2011-03-21 GMT" "2011-03-22 GMT" "2011-03-23 GMT" "2011-03-24 GMT"
## [1153] "2011-03-25 GMT" "2011-03-26 GMT" "2011-03-27 GMT" "2011-03-28 GMT"
## [1157] "2011-03-29 GMT" "2011-03-30 GMT" "2011-03-31 GMT" "2011-04-01 GMT"
## [1161] "2011-04-02 GMT" "2011-04-03 GMT" "2011-04-04 GMT" "2011-04-05 GMT"
## [1165] "2011-04-06 GMT" "2011-04-07 GMT" "2011-04-08 GMT" "2011-04-09 GMT"
## [1169] "2011-04-10 GMT" "2011-04-11 GMT" "2011-04-12 GMT" "2011-04-13 GMT"
## [1173] "2011-04-14 GMT" "2011-04-15 GMT" "2011-04-16 GMT" "2011-04-17 GMT"
## [1177] "2011-04-18 GMT" "2011-04-19 GMT" "2011-04-20 GMT" "2011-04-21 GMT"
## [1181] "2011-04-22 GMT" "2011-04-23 GMT" "2011-04-24 GMT" "2011-04-25 GMT"
## [1185] "2011-04-26 GMT" "2011-04-27 GMT" "2011-04-28 GMT" "2011-04-29 GMT"
## [1189] "2011-04-30 GMT" "2011-05-01 GMT" "2011-05-02 GMT" "2011-05-03 GMT"
## [1193] "2011-05-04 GMT" "2011-05-05 GMT" "2011-05-06 GMT" "2011-05-07 GMT"
## [1197] "2011-05-08 GMT" "2011-05-09 GMT" "2011-05-10 GMT" "2011-05-11 GMT"
## [1201] "2011-05-12 GMT" "2011-05-13 GMT" "2011-05-14 GMT" "2011-05-15 GMT"
## [1205] "2011-05-16 GMT" "2011-05-17 GMT" "2011-05-18 GMT" "2011-05-19 GMT"
## [1209] "2011-05-20 GMT" "2011-05-21 GMT" "2011-05-22 GMT" "2011-05-23 GMT"
## [1213] "2011-05-24 GMT" "2011-05-25 GMT" "2011-05-26 GMT" "2011-05-27 GMT"
## [1217] "2011-05-28 GMT" "2011-05-29 GMT" "2011-05-30 GMT" "2011-05-31 GMT"
## [1221] "2011-06-01 GMT" "2011-06-02 GMT" "2011-06-03 GMT" "2011-06-04 GMT"
## [1225] "2011-06-05 GMT" "2011-06-06 GMT" "2011-06-07 GMT" "2011-06-08 GMT"
## [1229] "2011-06-09 GMT" "2011-06-10 GMT" "2011-06-11 GMT" "2011-06-12 GMT"
## [1233] "2011-06-13 GMT" "2011-06-14 GMT" "2011-06-15 GMT" "2011-06-16 GMT"
## [1237] "2011-06-17 GMT" "2011-06-18 GMT" "2011-06-19 GMT" "2011-06-20 GMT"
## [1241] "2011-06-21 GMT" "2011-06-22 GMT" "2011-06-23 GMT" "2011-06-24 GMT"
## [1245] "2011-06-25 GMT" "2011-06-26 GMT" "2011-06-27 GMT" "2011-06-28 GMT"
## [1249] "2011-06-29 GMT" "2011-06-30 GMT" "2011-07-01 GMT" "2011-07-02 GMT"
## [1253] "2011-07-03 GMT" "2011-07-04 GMT" "2011-07-05 GMT" "2011-07-06 GMT"
## [1257] "2011-07-07 GMT" "2011-07-08 GMT" "2011-07-09 GMT" "2011-07-10 GMT"
## [1261] "2011-07-11 GMT" "2011-07-12 GMT" "2011-07-13 GMT" "2011-07-14 GMT"
## [1265] "2011-07-15 GMT" "2011-07-16 GMT" "2011-07-17 GMT" "2011-07-18 GMT"
## [1269] "2011-07-19 GMT" "2011-07-20 GMT" "2011-07-21 GMT" "2011-07-22 GMT"
## [1273] "2011-07-23 GMT" "2011-07-24 GMT" "2011-07-25 GMT" "2011-07-26 GMT"
## [1277] "2011-07-27 GMT" "2011-07-28 GMT" "2011-07-29 GMT" "2011-07-30 GMT"
## [1281] "2011-07-31 GMT" "2011-08-01 GMT" "2011-08-02 GMT" "2011-08-03 GMT"
## [1285] "2011-08-04 GMT" "2011-08-05 GMT" "2011-08-06 GMT" "2011-08-07 GMT"
## [1289] "2011-08-08 GMT" "2011-08-09 GMT" "2011-08-10 GMT" "2011-08-11 GMT"
## [1293] "2011-08-12 GMT" "2011-08-13 GMT" "2011-08-14 GMT" "2011-08-15 GMT"
## [1297] "2011-08-16 GMT" "2011-08-17 GMT" "2011-08-18 GMT" "2011-08-19 GMT"
## [1301] "2011-08-20 GMT" "2011-08-21 GMT" "2011-08-22 GMT" "2011-08-23 GMT"
## [1305] "2011-08-24 GMT" "2011-08-25 GMT" "2011-08-26 GMT" "2011-08-27 GMT"
## [1309] "2011-08-28 GMT" "2011-08-29 GMT" "2011-08-30 GMT" "2011-08-31 GMT"
## [1313] "2011-09-01 GMT" "2011-09-03 GMT" "2011-09-04 GMT" "2011-09-05 GMT"
## [1317] "2011-09-06 GMT" "2011-09-07 GMT" "2011-09-08 GMT" "2011-09-09 GMT"
## [1321] "2011-09-10 GMT" "2011-09-11 GMT" "2011-09-12 GMT" "2011-09-13 GMT"
## [1325] "2011-09-14 GMT" "2011-09-15 GMT" "2011-09-16 GMT" "2011-09-17 GMT"
## [1329] "2011-09-18 GMT" "2011-09-19 GMT" "2011-09-20 GMT" "2011-09-21 GMT"
## [1333] "2011-09-22 GMT" "2011-09-23 GMT" "2011-09-24 GMT" "2011-09-25 GMT"
## [1337] "2011-09-26 GMT" "2011-09-27 GMT" "2011-09-28 GMT" "2011-09-29 GMT"
## [1341] "2011-09-30 GMT" "2011-10-01 GMT" "2011-10-02 GMT" "2011-10-03 GMT"
## [1345] "2011-10-04 GMT" "2011-10-05 GMT" "2011-10-06 GMT" "2011-10-07 GMT"
## [1349] "2011-10-08 GMT" "2011-10-09 GMT" "2011-10-10 GMT" "2011-10-11 GMT"
## [1353] "2011-10-12 GMT" "2011-10-13 GMT" "2011-10-14 GMT" "2011-10-15 GMT"
## [1357] "2011-10-16 GMT" "2011-10-17 GMT" "2011-10-18 GMT" "2011-10-19 GMT"
## [1361] "2011-10-21 GMT" "2011-10-22 GMT" "2011-10-23 GMT" "2011-10-24 GMT"
## [1365] "2011-10-25 GMT" "2011-10-26 GMT" "2011-10-27 GMT" "2011-10-28 GMT"
## [1369] "2011-10-29 GMT" "2011-10-30 GMT" "2011-10-31 GMT" "2011-11-01 GMT"
## [1373] "2011-11-02 GMT" "2011-11-03 GMT" "2011-11-04 GMT" "2011-11-05 GMT"
## [1377] "2011-11-06 GMT" "2011-11-07 GMT" "2011-11-08 GMT" "2011-11-09 GMT"
## [1381] "2011-11-10 GMT" "2011-11-11 GMT" "2011-11-12 GMT" "2011-11-13 GMT"
## [1385] "2011-11-14 GMT" "2011-11-15 GMT" "2011-11-16 GMT" "2011-11-17 GMT"
## [1389] "2011-11-18 GMT" "2011-11-19 GMT" "2011-11-20 GMT" "2011-11-21 GMT"
## [1393] "2011-11-22 GMT" "2011-11-23 GMT" "2011-11-24 GMT" "2011-11-25 GMT"
## [1397] "2011-11-26 GMT" "2011-11-27 GMT" "2011-11-28 GMT" "2011-11-29 GMT"
## [1401] "2011-11-30 GMT" "2011-12-01 GMT" "2011-12-02 GMT" "2011-12-03 GMT"
## [1405] "2011-12-04 GMT" "2011-12-05 GMT" "2011-12-06 GMT" "2011-12-07 GMT"
## [1409] "2011-12-08 GMT" "2011-12-09 GMT" "2011-12-10 GMT" "2011-12-11 GMT"
## [1413] "2011-12-12 GMT" "2011-12-13 GMT" "2011-12-14 GMT" "2011-12-15 GMT"
## [1417] "2011-12-16 GMT" "2011-12-17 GMT" "2011-12-18 GMT" "2011-12-19 GMT"
## [1421] "2011-12-20 GMT" "2011-12-21 GMT" "2011-12-22 GMT" "2011-12-23 GMT"
## [1425] "2011-12-26 GMT" "2011-12-27 GMT" "2011-12-28 GMT" "2011-12-29 GMT"
## [1429] "2011-12-30 GMT" "2011-12-31 GMT" "2012-01-01 GMT" "2012-01-02 GMT"
## [1433] "2012-01-03 GMT" "2012-01-04 GMT" "2012-01-05 GMT" "2012-01-06 GMT"
## [1437] "2012-01-07 GMT" "2012-01-08 GMT" "2012-01-09 GMT" "2012-01-10 GMT"
## [1441] "2012-01-11 GMT" "2012-01-12 GMT" "2012-01-13 GMT" "2012-01-14 GMT"
## [1445] "2012-01-15 GMT" "2012-01-16 GMT" "2012-01-17 GMT" "2012-01-18 GMT"
## [1449] "2012-01-19 GMT" "2012-01-20 GMT" "2012-01-21 GMT" "2012-01-22 GMT"
## [1453] "2012-01-23 GMT" "2012-01-24 GMT" "2012-01-25 GMT" "2012-01-26 GMT"
## [1457] "2012-01-27 GMT" "2012-01-28 GMT" "2012-01-29 GMT" "2012-01-30 GMT"
## [1461] "2012-01-31 GMT" "2012-02-01 GMT" "2012-02-02 GMT" "2012-02-03 GMT"
## [1465] "2012-02-04 GMT" "2012-02-05 GMT" "2012-02-06 GMT" "2012-02-07 GMT"
## [1469] "2012-02-08 GMT" "2012-02-09 GMT" "2012-02-10 GMT" "2012-02-11 GMT"
## [1473] "2012-02-12 GMT" "2012-02-13 GMT" "2012-02-14 GMT" "2012-02-15 GMT"
## [1477] "2012-02-16 GMT" "2012-02-17 GMT" "2012-02-18 GMT" "2012-02-19 GMT"
## [1481] "2012-02-20 GMT" "2012-02-21 GMT" "2012-02-22 GMT" "2012-02-23 GMT"
## [1485] "2012-02-24 GMT" "2012-02-25 GMT" "2012-02-26 GMT" "2012-02-27 GMT"
## [1489] "2012-02-28 GMT" "2012-02-29 GMT" "2012-03-01 GMT" "2012-03-02 GMT"
## [1493] "2012-03-03 GMT" "2012-03-04 GMT" "2012-03-05 GMT" "2012-03-06 GMT"
## [1497] "2012-03-07 GMT" "2012-03-08 GMT" "2012-03-09 GMT" "2012-03-10 GMT"
## [1501] "2012-03-11 GMT" "2012-03-12 GMT" "2012-03-13 GMT" "2012-03-14 GMT"
## [1505] "2012-03-15 GMT" "2012-03-16 GMT" "2012-03-17 GMT" "2012-03-18 GMT"
## [1509] "2012-03-19 GMT" "2012-03-20 GMT" "2012-03-21 GMT" "2012-03-22 GMT"
## [1513] "2012-03-23 GMT" "2012-03-24 GMT" "2012-03-25 GMT" "2012-03-26 GMT"
## [1517] "2012-03-27 GMT" "2012-03-28 GMT" "2012-03-29 GMT" "2012-03-30 GMT"
## [1521] "2012-03-31 GMT" "2012-04-01 GMT" "2012-04-02 GMT" "2012-04-03 GMT"
## [1525] "2012-04-04 GMT" "2012-04-05 GMT" "2012-04-06 GMT" "2012-04-07 GMT"
## [1529] "2012-04-08 GMT" "2012-04-09 GMT" "2012-04-10 GMT" "2012-04-11 GMT"
## [1533] "2012-04-12 GMT" "2012-04-13 GMT" "2012-04-14 GMT" "2012-04-15 GMT"
## [1537] "2012-04-16 GMT" "2012-04-17 GMT" "2012-04-18 GMT" "2012-04-19 GMT"
## [1541] "2012-04-20 GMT" "2012-04-21 GMT" "2012-04-22 GMT" "2012-04-23 GMT"
## [1545] "2012-04-24 GMT" "2012-04-25 GMT" "2012-04-26 GMT" "2012-04-27 GMT"
## [1549] "2012-04-28 GMT" "2012-04-29 GMT" "2012-05-01 GMT" "2012-05-02 GMT"
## [1553] "2012-05-03 GMT" "2012-05-04 GMT" "2012-05-05 GMT" "2012-05-06 GMT"
## [1557] "2012-05-07 GMT" "2012-05-08 GMT" "2012-05-09 GMT" "2012-05-10 GMT"
## [1561] "2012-05-11 GMT" "2012-05-12 GMT" "2012-05-13 GMT" "2012-05-14 GMT"
## [1565] "2012-05-15 GMT" "2012-05-16 GMT" "2012-05-17 GMT" "2012-05-18 GMT"
## [1569] "2012-05-19 GMT" "2012-05-20 GMT" "2012-05-21 GMT" "2012-05-22 GMT"
## [1573] "2012-05-23 GMT" "2012-05-24 GMT" "2012-05-25 GMT" "2012-05-26 GMT"
## [1577] "2012-05-27 GMT" "2012-05-28 GMT" "2012-05-29 GMT" "2012-05-30 GMT"
## [1581] "2012-05-31 GMT" "2012-06-01 GMT" "2012-06-02 GMT" "2012-06-03 GMT"
## [1585] "2012-06-04 GMT" "2012-06-05 GMT" "2012-06-06 GMT" "2012-06-07 GMT"
## [1589] "2012-06-08 GMT" "2012-06-09 GMT" "2012-06-10 GMT" "2012-06-11 GMT"
## [1593] "2012-06-12 GMT" "2012-06-13 GMT" "2012-06-14 GMT" "2012-06-15 GMT"
## [1597] "2012-06-16 GMT" "2012-06-17 GMT" "2012-06-18 GMT" "2012-06-19 GMT"
## [1601] "2012-06-20 GMT" "2012-06-21 GMT" "2012-06-22 GMT" "2012-06-23 GMT"
## [1605] "2012-06-24 GMT" "2012-06-25 GMT" "2012-06-26 GMT" "2012-06-27 GMT"
## [1609] "2012-06-28 GMT" "2012-06-29 GMT" "2012-06-30 GMT" "2012-07-01 GMT"
## [1613] "2012-07-02 GMT" "2012-07-03 GMT" "2012-07-04 GMT" "2012-07-05 GMT"
## [1617] "2012-07-06 GMT" "2012-07-07 GMT" "2012-07-08 GMT" "2012-07-09 GMT"
## [1621] "2012-07-10 GMT" "2012-07-11 GMT" "2012-07-12 GMT" "2012-07-13 GMT"
## [1625] "2012-07-14 GMT" "2012-07-15 GMT" "2012-07-16 GMT" "2012-07-17 GMT"
## [1629] "2012-07-18 GMT" "2012-07-19 GMT" "2012-07-20 GMT" "2012-07-21 GMT"
## [1633] "2012-07-22 GMT" "2012-07-23 GMT" "2012-07-24 GMT" "2012-07-25 GMT"
## [1637] "2012-07-26 GMT" "2012-07-27 GMT" "2012-07-28 GMT" "2012-07-29 GMT"
## [1641] "2012-07-30 GMT" "2012-07-31 GMT" "2012-08-01 GMT" "2012-08-02 GMT"
## [1645] "2012-08-03 GMT" "2012-08-04 GMT" "2012-08-05 GMT" "2012-08-06 GMT"
## [1649] "2012-08-07 GMT" "2012-08-08 GMT" "2012-08-09 GMT" "2012-08-10 GMT"
## [1653] "2012-08-11 GMT" "2012-08-12 GMT" "2012-08-13 GMT" "2012-08-14 GMT"
## [1657] "2012-08-15 GMT" "2012-08-16 GMT" "2012-08-17 GMT" "2012-08-18 GMT"
## [1661] "2012-08-19 GMT" "2012-08-20 GMT" "2012-08-21 GMT" "2012-08-22 GMT"
## [1665] "2012-08-23 GMT" "2012-08-24 GMT" "2012-08-25 GMT" "2012-08-26 GMT"
## [1669] "2012-08-27 GMT" "2012-08-28 GMT" "2012-08-29 GMT" "2012-08-30 GMT"
## [1673] "2012-08-31 GMT" "2012-09-01 GMT" "2012-09-02 GMT" "2012-09-03 GMT"
## [1677] "2012-09-04 GMT" "2012-09-05 GMT" "2012-09-06 GMT" "2012-09-07 GMT"
## [1681] "2012-09-08 GMT" "2012-09-09 GMT" "2012-09-10 GMT" "2012-09-11 GMT"
## [1685] "2012-09-12 GMT" "2012-09-13 GMT" "2012-09-14 GMT" "2012-09-15 GMT"
## [1689] "2012-09-16 GMT" "2012-09-17 GMT" "2012-09-18 GMT" "2012-09-19 GMT"
## [1693] "2012-09-20 GMT" "2012-09-21 GMT" "2012-09-22 GMT" "2012-09-23 GMT"
## [1697] "2012-09-24 GMT" "2012-09-25 GMT" "2012-09-26 GMT" "2012-09-27 GMT"
## [1701] "2012-09-28 GMT" "2012-09-29 GMT" "2012-09-30 GMT" "2012-10-01 GMT"
## [1705] "2012-10-02 GMT" "2012-10-03 GMT" "2012-10-04 GMT" "2012-10-05 GMT"
## [1709] "2012-10-06 GMT" "2012-10-07 GMT" "2012-10-08 GMT" "2012-10-09 GMT"
## [1713] "2012-10-10 GMT" "2012-10-11 GMT" "2012-10-12 GMT" "2012-10-13 GMT"
## [1717] "2012-10-14 GMT" "2012-10-15 GMT" "2012-10-16 GMT" "2012-10-17 GMT"
## [1721] "2012-10-18 GMT" "2012-10-19 GMT" "2012-10-20 GMT" "2012-10-21 GMT"
## [1725] "2012-10-22 GMT" "2012-10-23 GMT" "2012-10-24 GMT" "2012-10-25 GMT"
## [1729] "2012-10-26 GMT" "2012-10-27 GMT" "2012-10-28 GMT" "2012-10-29 GMT"
## [1733] "2012-10-30 GMT" "2012-10-31 GMT" "2012-11-01 GMT" "2012-11-02 GMT"
## [1737] "2012-11-03 GMT" "2012-11-04 GMT" "2012-11-05 GMT" "2012-11-06 GMT"
## [1741] "2012-11-07 GMT" "2012-11-08 GMT" "2012-11-09 GMT" "2012-11-10 GMT"
## [1745] "2012-11-11 GMT" "2012-11-12 GMT" "2012-11-13 GMT" "2012-11-14 GMT"
## [1749] "2012-11-15 GMT" "2012-11-16 GMT" "2012-11-17 GMT" "2012-11-18 GMT"
## [1753] "2012-11-19 GMT" "2012-11-20 GMT" "2012-11-21 GMT" "2012-11-22 GMT"
## [1757] "2012-11-23 GMT" "2012-11-24 GMT" "2012-11-25 GMT" "2012-11-26 GMT"
## [1761] "2012-11-27 GMT" "2012-11-28 GMT" "2012-11-29 GMT" "2012-11-30 GMT"
## [1765] "2012-12-01 GMT" "2012-12-02 GMT" "2012-12-03 GMT" "2012-12-04 GMT"
## [1769] "2012-12-05 GMT" "2012-12-06 GMT" "2012-12-07 GMT" "2012-12-08 GMT"
## [1773] "2012-12-09 GMT" "2012-12-10 GMT" "2012-12-11 GMT" "2012-12-12 GMT"
## [1777] "2012-12-13 GMT" "2012-12-14 GMT" "2012-12-15 GMT" "2012-12-16 GMT"
## [1781] "2012-12-17 GMT" "2012-12-18 GMT" "2012-12-19 GMT" "2012-12-20 GMT"
## [1785] "2012-12-21 GMT" "2012-12-22 GMT" "2012-12-23 GMT" "2012-12-24 GMT"
## [1789] "2012-12-25 GMT" "2012-12-26 GMT" "2012-12-27 GMT" "2012-12-28 GMT"
## [1793] "2012-12-29 GMT" "2012-12-30 GMT" "2012-12-31 GMT" "2013-01-01 GMT"
## [1797] "2013-01-02 GMT" "2013-01-03 GMT" "2013-01-04 GMT" "2013-01-05 GMT"
## [1801] "2013-01-06 GMT" "2013-01-07 GMT" "2013-01-08 GMT" "2013-01-09 GMT"
## [1805] "2013-01-10 GMT" "2013-01-11 GMT" "2013-01-12 GMT" "2013-01-13 GMT"
## [1809] "2013-01-14 GMT" "2013-01-15 GMT" "2013-01-16 GMT" "2013-01-17 GMT"
## [1813] "2013-01-18 GMT" "2013-01-19 GMT" "2013-01-20 GMT" "2013-01-21 GMT"
## [1817] "2013-01-22 GMT" "2013-01-23 GMT" "2013-01-24 GMT" "2013-01-25 GMT"
## [1821] "2013-01-26 GMT" "2013-01-27 GMT" "2013-01-28 GMT" "2013-01-29 GMT"
## [1825] "2013-01-30 GMT" "2013-01-31 GMT" "2013-02-01 GMT" "2013-02-02 GMT"
## [1829] "2013-02-03 GMT" "2013-02-04 GMT" "2013-02-05 GMT" "2013-02-06 GMT"
## [1833] "2013-02-07 GMT" "2013-02-08 GMT" "2013-02-09 GMT" "2013-02-10 GMT"
## [1837] "2013-02-11 GMT" "2013-02-12 GMT" "2013-02-13 GMT" "2013-02-14 GMT"
## [1841] "2013-02-15 GMT" "2013-02-16 GMT" "2013-02-17 GMT" "2013-02-18 GMT"
## [1845] "2013-02-19 GMT" "2013-02-20 GMT" "2013-02-21 GMT" "2013-02-22 GMT"
## [1849] "2013-02-23 GMT" "2013-02-24 GMT" "2013-02-25 GMT" "2013-02-26 GMT"
## [1853] "2013-02-27 GMT" "2013-02-28 GMT" "2013-03-01 GMT" "2013-03-02 GMT"
## [1857] "2013-03-03 GMT" "2013-03-04 GMT" "2013-03-05 GMT" "2013-03-06 GMT"
## [1861] "2013-03-07 GMT" "2013-03-08 GMT" "2013-03-09 GMT" "2013-03-10 GMT"
## [1865] "2013-03-11 GMT" "2013-03-12 GMT" "2013-03-13 GMT" "2013-03-14 GMT"
## [1869] "2013-03-15 GMT" "2013-03-16 GMT" "2013-03-17 GMT" "2013-03-18 GMT"
## [1873] "2013-03-19 GMT" "2013-03-20 GMT" "2013-03-21 GMT" "2013-03-22 GMT"
## [1877] "2013-03-23 GMT" "2013-03-24 GMT" "2013-03-25 GMT" "2013-03-26 GMT"
## [1881] "2013-03-27 GMT" "2013-03-28 GMT" "2013-03-29 GMT" "2013-03-30 GMT"
## [1885] "2013-03-31 GMT" "2013-04-01 GMT" "2013-04-02 GMT" "2013-04-03 GMT"
## [1889] "2013-04-04 GMT" "2013-04-05 GMT" "2013-04-06 GMT" "2013-04-07 GMT"
## [1893] "2013-04-08 GMT" "2013-04-09 GMT" "2013-04-10 GMT" "2013-04-11 GMT"
## [1897] "2013-04-12 GMT" "2013-04-13 GMT" "2013-04-14 GMT" "2013-04-15 GMT"
## [1901] "2013-04-16 GMT" "2013-04-17 GMT" "2013-04-18 GMT" "2013-04-19 GMT"
## [1905] "2013-04-20 GMT" "2013-04-21 GMT" "2013-04-22 GMT" "2013-04-23 GMT"
## [1909] "2013-04-24 GMT" "2013-04-25 GMT" "2013-04-26 GMT" "2013-04-27 GMT"
## [1913] "2013-04-28 GMT" "2013-04-29 GMT" "2013-04-30 GMT" "2013-05-01 GMT"
## [1917] "2013-05-02 GMT" "2013-05-03 GMT" "2013-05-04 GMT" "2013-05-05 GMT"
## [1921] "2013-05-06 GMT" "2013-05-07 GMT" "2013-05-08 GMT" "2013-05-09 GMT"
## [1925] "2013-05-10 GMT" "2013-05-11 GMT" "2013-05-12 GMT" "2013-05-13 GMT"
## [1929] "2013-05-14 GMT" "2013-05-15 GMT" "2013-05-16 GMT" "2013-05-17 GMT"
## [1933] "2013-05-18 GMT" "2013-05-19 GMT" "2013-05-20 GMT" "2013-05-21 GMT"
## [1937] "2013-05-22 GMT" "2013-05-23 GMT" "2013-05-24 GMT" "2013-05-25 GMT"
## [1941] "2013-05-26 GMT" "2013-05-27 GMT" "2013-05-28 GMT" "2013-05-29 GMT"
## [1945] "2013-05-30 GMT" "2013-05-31 GMT" "2013-06-01 GMT" "2013-06-02 GMT"
## [1949] "2013-06-03 GMT" "2013-06-04 GMT" "2013-06-05 GMT" "2013-06-06 GMT"
## [1953] "2013-06-07 GMT" "2013-06-08 GMT" "2013-06-09 GMT" "2013-06-10 GMT"
## [1957] "2013-06-11 GMT" "2013-06-12 GMT" "2013-06-13 GMT" "2013-06-14 GMT"
## [1961] "2013-06-15 GMT" "2013-06-16 GMT" "2013-06-17 GMT" "2013-06-18 GMT"
## [1965] "2013-06-19 GMT" "2013-06-20 GMT" "2013-06-21 GMT" "2013-06-22 GMT"
## [1969] "2013-06-23 GMT" "2013-06-24 GMT" "2013-06-25 GMT" "2013-06-26 GMT"
## [1973] "2013-06-27 GMT" "2013-06-28 GMT" "2013-06-29 GMT" "2013-06-30 GMT"
## [1977] "2013-07-01 GMT" "2013-07-02 GMT" "2013-07-03 GMT" "2013-07-04 GMT"
## [1981] "2013-07-05 GMT" "2013-07-06 GMT" "2013-07-07 GMT" "2013-07-08 GMT"
## [1985] "2013-07-09 GMT" "2013-07-10 GMT" "2013-07-11 GMT" "2013-07-12 GMT"
## [1989] "2013-07-13 GMT" "2013-07-14 GMT" "2013-07-15 GMT" "2013-07-16 GMT"
## [1993] "2013-07-17 GMT" "2013-07-18 GMT" "2013-07-19 GMT" "2013-07-20 GMT"
## [1997] "2013-07-21 GMT" "2013-07-22 GMT" "2013-07-24 GMT" "2013-07-25 GMT"
## [2001] "2013-07-26 GMT" "2013-07-27 GMT" "2013-07-28 GMT" "2013-07-29 GMT"
## [2005] "2013-07-30 GMT" "2013-07-31 GMT" "2013-08-01 GMT" "2013-08-02 GMT"
## [2009] "2013-08-03 GMT" "2013-08-04 GMT" "2013-08-05 GMT" "2013-08-06 GMT"
## [2013] "2013-08-07 GMT" "2013-08-08 GMT" "2013-08-09 GMT" "2013-08-10 GMT"
## [2017] "2013-08-11 GMT" "2013-08-12 GMT" "2013-08-13 GMT" "2013-08-14 GMT"
## [2021] "2013-08-15 GMT" "2013-08-16 GMT" "2013-08-17 GMT" "2013-08-18 GMT"
## [2025] "2013-08-19 GMT" "2013-08-20 GMT" "2013-08-21 GMT" "2013-08-22 GMT"
## [2029] "2013-08-23 GMT" "2013-08-24 GMT" "2013-08-25 GMT" "2013-08-26 GMT"
## [2033] "2013-08-27 GMT" "2013-08-28 GMT" "2013-08-29 GMT" "2013-08-30 GMT"
## [2037] "2013-08-31 GMT" "2013-09-01 GMT" "2013-09-02 GMT" "2013-09-03 GMT"
## [2041] "2013-09-04 GMT" "2013-09-05 GMT" "2013-09-06 GMT" "2013-09-07 GMT"
## [2045] "2013-09-08 GMT" "2013-09-09 GMT" "2013-09-10 GMT" "2013-09-11 GMT"
## [2049] "2013-09-12 GMT" "2013-09-13 GMT" "2013-09-14 GMT" "2013-09-15 GMT"
## [2053] "2013-09-16 GMT" "2013-09-17 GMT" "2013-09-18 GMT" "2013-09-19 GMT"
## [2057] "2013-09-20 GMT" "2013-09-21 GMT" "2013-09-22 GMT" "2013-09-23 GMT"
## [2061] "2013-09-24 GMT" "2013-09-25 GMT" "2013-09-26 GMT" "2013-09-27 GMT"
## [2065] "2013-09-28 GMT" "2013-09-29 GMT" "2013-09-30 GMT" "2013-10-01 GMT"
## [2069] "2013-10-02 GMT" "2013-10-03 GMT" "2013-10-04 GMT" "2013-10-05 GMT"
## [2073] "2013-10-06 GMT" "2013-10-07 GMT" "2013-10-08 GMT" "2013-10-09 GMT"
## [2077] "2013-10-10 GMT" "2013-10-11 GMT" "2013-10-12 GMT" "2013-10-13 GMT"
## [2081] "2013-10-14 GMT" "2013-10-15 GMT" "2013-10-16 GMT" "2013-10-17 GMT"
## [2085] "2013-10-18 GMT" "2013-10-19 GMT" "2013-10-20 GMT" "2013-10-21 GMT"
## [2089] "2013-10-22 GMT" "2013-10-23 GMT" "2013-10-24 GMT" "2013-10-25 GMT"
## [2093] "2013-10-26 GMT" "2013-10-27 GMT" "2013-10-28 GMT" "2013-10-29 GMT"
## [2097] "2013-10-30 GMT" "2013-10-31 GMT" "2013-11-01 GMT" "2013-11-02 GMT"
## [2101] "2013-11-03 GMT" "2013-11-04 GMT" "2013-11-05 GMT" "2013-11-06 GMT"
## [2105] "2013-11-07 GMT" "2013-11-08 GMT" "2013-11-09 GMT" "2013-11-10 GMT"
## [2109] "2013-11-11 GMT" "2013-11-12 GMT" "2013-11-13 GMT" "2013-11-14 GMT"
## [2113] "2013-11-15 GMT" "2013-11-16 GMT" "2013-11-17 GMT" "2013-11-18 GMT"
## [2117] "2013-11-19 GMT" "2013-11-20 GMT" "2013-11-21 GMT" "2013-11-22 GMT"
## [2121] "2013-11-23 GMT" "2013-11-24 GMT" "2013-11-25 GMT" "2013-11-26 GMT"
## [2125] "2013-11-27 GMT" "2013-11-28 GMT" "2013-11-29 GMT" "2013-11-30 GMT"
## [2129] "2013-12-01 GMT" "2013-12-02 GMT" "2013-12-03 GMT" "2013-12-04 GMT"
## [2133] "2013-12-05 GMT" "2013-12-06 GMT" "2013-12-07 GMT" "2013-12-08 GMT"
## [2137] "2013-12-09 GMT" "2013-12-10 GMT" "2013-12-11 GMT" "2013-12-12 GMT"
## [2141] "2013-12-13 GMT" "2013-12-14 GMT" "2013-12-15 GMT" "2013-12-16 GMT"
## [2145] "2013-12-17 GMT" "2013-12-18 GMT" "2013-12-19 GMT" "2013-12-20 GMT"
## [2149] "2013-12-21 GMT" "2013-12-22 GMT" "2013-12-23 GMT" "2013-12-24 GMT"
## [2153] "2013-12-25 GMT" "2013-12-26 GMT" "2013-12-27 GMT" "2013-12-28 GMT"
## [2157] "2013-12-29 GMT" "2013-12-30 GMT" "2013-12-31 GMT" "2014-01-01 GMT"
## [2161] "2014-01-02 GMT" "2014-01-03 GMT" "2014-01-04 GMT" "2014-01-05 GMT"
## [2165] "2014-01-07 GMT" "2014-01-08 GMT" "2014-01-09 GMT" "2014-01-10 GMT"
## [2169] "2014-01-11 GMT" "2014-01-12 GMT" "2014-01-13 GMT" "2014-01-14 GMT"
## [2173] "2014-01-15 GMT" "2014-01-16 GMT" "2014-01-17 GMT" "2014-01-18 GMT"
## [2177] "2014-01-19 GMT" "2014-01-20 GMT" "2014-01-21 GMT" "2014-01-22 GMT"
## [2181] "2014-01-23 GMT" "2014-01-24 GMT" "2014-01-25 GMT" "2014-01-26 GMT"
## [2185] "2014-01-27 GMT" "2014-01-28 GMT" "2014-01-29 GMT" "2014-01-30 GMT"
## [2189] "2014-01-31 GMT" "2014-02-01 GMT" "2014-02-02 GMT" "2014-02-03 GMT"
## [2193] "2014-02-04 GMT" "2014-02-05 GMT" "2014-02-06 GMT" "2014-02-07 GMT"
## [2197] "2014-02-08 GMT" "2014-02-09 GMT" "2014-02-10 GMT" "2014-02-11 GMT"
## [2201] "2014-02-12 GMT" "2014-02-13 GMT" "2014-02-14 GMT" "2014-02-15 GMT"
## [2205] "2014-02-16 GMT" "2014-02-17 GMT" "2014-02-18 GMT" "2014-02-19 GMT"
## [2209] "2014-02-20 GMT" "2014-02-21 GMT" "2014-02-22 GMT" "2014-02-23 GMT"
## [2213] "2014-02-24 GMT" "2014-02-25 GMT" "2014-02-26 GMT" "2014-02-27 GMT"
## [2217] "2014-02-28 GMT" "2014-03-01 GMT" "2014-03-02 GMT" "2014-03-03 GMT"
## [2221] "2014-03-04 GMT" "2014-03-05 GMT" "2014-03-06 GMT" "2014-03-07 GMT"
## [2225] "2014-03-08 GMT" "2014-03-09 GMT" "2014-03-10 GMT" "2014-03-11 GMT"
## [2229] "2014-03-12 GMT" "2014-03-13 GMT" "2014-03-14 GMT" "2014-03-15 GMT"
## [2233] "2014-03-16 GMT" "2014-03-17 GMT" "2014-03-18 GMT" "2014-03-19 GMT"
## [2237] "2014-03-20 GMT" "2014-03-21 GMT" "2014-03-22 GMT" "2014-03-23 GMT"
## [2241] "2014-03-24 GMT" "2014-03-25 GMT" "2014-03-26 GMT" "2014-03-27 GMT"
## [2245] "2014-03-28 GMT" "2014-03-29 GMT" "2014-03-30 GMT" "2014-03-31 GMT"
## [2249] "2014-04-01 GMT" "2014-04-02 GMT" "2014-04-03 GMT" "2014-04-04 GMT"
## [2253] "2014-04-05 GMT" "2014-04-06 GMT" "2014-04-07 GMT" "2014-04-08 GMT"
## [2257] "2014-04-09 GMT" "2014-04-10 GMT" "2014-04-11 GMT" "2014-04-12 GMT"
## [2261] "2014-04-13 GMT" "2014-04-14 GMT" "2014-04-15 GMT" "2014-04-16 GMT"
## [2265] "2014-04-17 GMT" "2014-04-18 GMT" "2014-04-19 GMT" "2014-04-20 GMT"
## [2269] "2014-04-21 GMT" "2014-04-22 GMT" "2014-04-23 GMT" "2014-04-24 GMT"
## [2273] "2014-04-25 GMT" "2014-04-26 GMT" "2014-04-27 GMT" "2014-04-28 GMT"
## [2277] "2014-04-29 GMT" "2014-04-30 GMT" "2014-05-01 GMT" "2014-05-02 GMT"
## [2281] "2014-05-03 GMT" "2014-05-04 GMT" "2014-05-05 GMT" "2014-05-06 GMT"
## [2285] "2014-05-07 GMT" "2014-05-08 GMT" "2014-05-09 GMT" "2014-05-10 GMT"
## [2289] "2014-05-11 GMT" "2014-05-12 GMT" "2014-05-13 GMT" "2014-05-14 GMT"
## [2293] "2014-05-15 GMT" "2014-05-16 GMT" "2014-05-17 GMT" "2014-05-18 GMT"
## [2297] "2014-05-19 GMT" "2014-05-20 GMT" "2014-05-21 GMT" "2014-05-22 GMT"
## [2301] "2014-05-23 GMT" "2014-05-24 GMT" "2014-05-25 GMT" "2014-05-26 GMT"
## [2305] "2014-05-27 GMT" "2014-05-28 GMT" "2014-05-29 GMT" "2014-05-30 GMT"
## [2309] "2014-05-31 GMT" "2014-06-01 GMT" "2014-06-02 GMT" "2014-06-03 GMT"
## [2313] "2014-06-04 GMT" "2014-06-05 GMT" "2014-06-06 GMT" "2014-06-07 GMT"
## [2317] "2014-06-08 GMT" "2014-06-09 GMT" "2014-06-10 GMT" "2014-06-11 GMT"
## [2321] "2014-06-12 GMT" "2014-06-13 GMT" "2014-06-14 GMT" "2014-06-15 GMT"
## [2325] "2014-06-16 GMT" "2014-06-17 GMT" "2014-06-18 GMT" "2014-06-19 GMT"
## [2329] "2014-06-20 GMT" "2014-06-21 GMT" "2014-06-22 GMT" "2014-06-23 GMT"
## [2333] "2014-06-24 GMT" "2014-06-25 GMT" "2014-06-26 GMT" "2014-06-27 GMT"
## [2337] "2014-06-28 GMT" "2014-06-29 GMT" "2014-06-30 GMT" "2014-07-01 GMT"
## [2341] "2014-07-02 GMT" "2014-07-03 GMT" "2014-07-04 GMT" "2014-07-05 GMT"
## [2345] "2014-07-06 GMT" "2014-07-07 GMT" "2014-07-08 GMT" "2014-07-09 GMT"
## [2349] "2014-07-10 GMT" "2014-07-11 GMT" "2014-07-12 GMT" "2014-07-13 GMT"
## [2353] "2014-07-14 GMT" "2014-07-15 GMT" "2014-07-16 GMT" "2014-07-17 GMT"
## [2357] "2014-07-18 GMT" "2014-07-19 GMT" "2014-07-20 GMT" "2014-07-21 GMT"
## [2361] "2014-07-22 GMT" "2014-07-23 GMT" "2014-07-24 GMT" "2014-07-25 GMT"
## [2365] "2014-07-26 GMT" "2014-07-27 GMT" "2014-07-28 GMT" "2014-07-29 GMT"
## [2369] "2014-07-30 GMT" "2014-07-31 GMT" "2014-08-01 GMT" "2014-08-02 GMT"
## [2373] "2014-08-03 GMT" "2014-08-04 GMT" "2014-08-05 GMT" "2014-08-06 GMT"
## [2377] "2014-08-07 GMT" "2014-08-08 GMT" "2014-08-09 GMT" "2014-08-10 GMT"
## [2381] "2014-08-11 GMT" "2014-08-12 GMT" "2014-08-13 GMT" "2014-08-14 GMT"
## [2385] "2014-08-15 GMT" "2014-08-16 GMT" "2014-08-17 GMT" "2014-08-18 GMT"
## [2389] "2014-08-19 GMT" "2014-08-20 GMT" "2014-08-21 GMT" "2014-08-22 GMT"
## [2393] "2014-08-23 GMT" "2014-08-24 GMT" "2014-08-25 GMT" "2014-08-26 GMT"
## [2397] "2014-08-27 GMT" "2014-08-29 GMT" "2014-08-30 GMT" "2014-08-31 GMT"
## [2401] "2014-09-01 GMT" "2014-09-02 GMT" "2014-09-03 GMT" "2014-09-04 GMT"
## [2405] "2014-09-05 GMT" "2014-09-06 GMT" "2014-09-07 GMT" "2014-09-08 GMT"
## [2409] "2014-09-09 GMT" "2014-09-10 GMT" "2014-09-11 GMT" "2014-09-12 GMT"
## [2413] "2014-09-13 GMT" "2014-09-14 GMT" "2014-09-15 GMT" "2014-09-16 GMT"
## [2417] "2014-09-17 GMT" "2014-09-18 GMT" "2014-09-19 GMT" "2014-09-20 GMT"
## [2421] "2014-09-21 GMT" "2014-09-22 GMT" "2014-09-23 GMT" "2014-09-24 GMT"
## [2425] "2014-09-25 GMT" "2014-09-26 GMT" "2014-09-27 GMT" "2014-09-28 GMT"
## [2429] "2014-09-29 GMT" "2014-09-30 GMT" "2014-10-01 GMT" "2014-10-02 GMT"
## [2433] "2014-10-03 GMT" "2014-10-04 GMT" "2014-10-05 GMT" "2014-10-06 GMT"
## [2437] "2014-10-07 GMT" "2014-10-08 GMT" "2014-10-09 GMT" "2014-10-10 GMT"
## [2441] "2014-10-11 GMT" "2014-10-12 GMT" "2014-10-13 GMT" "2014-10-14 GMT"
## [2445] "2014-10-15 GMT" "2014-10-16 GMT" "2014-10-17 GMT" "2014-10-18 GMT"
## [2449] "2014-10-19 GMT" "2014-10-20 GMT" "2014-10-21 GMT" "2014-10-22 GMT"
## [2453] "2014-10-23 GMT" "2014-10-24 GMT" "2014-10-25 GMT" "2014-10-26 GMT"
## [2457] "2014-10-27 GMT" "2014-10-28 GMT" "2014-10-29 GMT" "2014-10-30 GMT"
## [2461] "2014-10-31 GMT" "2014-11-01 GMT" "2014-11-02 GMT" "2014-11-03 GMT"
## [2465] "2014-11-04 GMT" "2014-11-05 GMT" "2014-11-06 GMT" "2014-11-07 GMT"
## [2469] "2014-11-08 GMT" "2014-11-09 GMT" "2014-11-10 GMT" "2014-11-11 GMT"
## [2473] "2014-11-12 GMT" "2014-11-13 GMT" "2014-11-14 GMT" "2014-11-15 GMT"
## [2477] "2014-11-16 GMT" "2014-11-17 GMT" "2014-11-18 GMT" "2014-11-19 GMT"
## [2481] "2014-11-20 GMT" "2014-11-21 GMT" "2014-11-22 GMT" "2014-11-23 GMT"
## [2485] "2014-11-24 GMT" "2014-11-25 GMT" "2014-11-26 GMT" "2014-11-27 GMT"
## [2489] "2014-11-28 GMT" "2014-11-29 GMT" "2014-11-30 GMT" "2014-12-01 GMT"
## [2493] "2014-12-02 GMT" "2014-12-03 GMT" "2014-12-04 GMT" "2014-12-05 GMT"
## [2497] "2014-12-06 GMT" "2014-12-07 GMT" "2014-12-08 GMT" "2014-12-09 GMT"
## [2501] "2014-12-10 GMT" "2014-12-11 GMT" "2014-12-12 GMT" "2014-12-13 GMT"
## [2505] "2014-12-14 GMT" "2014-12-15 GMT" "2014-12-16 GMT" "2014-12-17 GMT"
## [2509] "2014-12-18 GMT" "2014-12-19 GMT" "2014-12-20 GMT" "2014-12-21 GMT"
## [2513] "2014-12-22 GMT" "2014-12-23 GMT" "2014-12-24 GMT" "2014-12-25 GMT"
## [2517] "2014-12-26 GMT" "2014-12-27 GMT" "2014-12-28 GMT" "2014-12-29 GMT"
## [2521] "2014-12-30 GMT" "2014-12-31 GMT" "2015-01-01 GMT" "2015-01-02 GMT"
## [2525] "2015-01-03 GMT" "2015-01-04 GMT" "2015-01-05 GMT" "2015-01-06 GMT"
## [2529] "2015-01-07 GMT" "2015-01-08 GMT" "2015-01-09 GMT" "2015-01-10 GMT"
## [2533] "2015-01-11 GMT" "2015-01-12 GMT" "2015-01-13 GMT" "2015-01-14 GMT"
## [2537] "2015-01-15 GMT" "2015-01-16 GMT" "2015-01-17 GMT" "2015-01-18 GMT"
## [2541] "2015-01-19 GMT" "2015-01-20 GMT" "2015-01-21 GMT" "2015-01-22 GMT"
## [2545] "2015-01-23 GMT" "2015-01-24 GMT" "2015-01-25 GMT" "2015-01-26 GMT"
## [2549] "2015-01-27 GMT" "2015-01-28 GMT" "2015-01-29 GMT" "2015-01-30 GMT"
## [2553] "2015-01-31 GMT" "2015-02-01 GMT" "2015-02-02 GMT" "2015-02-03 GMT"
## [2557] "2015-02-04 GMT" "2015-02-06 GMT" "2015-02-07 GMT" "2015-02-08 GMT"
## [2561] "2015-02-09 GMT" "2015-02-10 GMT" "2015-02-11 GMT" "2015-02-12 GMT"
## [2565] "2015-02-13 GMT" "2015-02-14 GMT" "2015-02-15 GMT" "2015-02-16 GMT"
## [2569] "2015-02-17 GMT" "2015-02-18 GMT" "2015-02-19 GMT" "2015-02-20 GMT"
## [2573] "2015-02-21 GMT" "2015-02-22 GMT" "2015-02-23 GMT" "2015-02-24 GMT"
## [2577] "2015-02-25 GMT" "2015-02-26 GMT" "2015-02-27 GMT" "2015-02-28 GMT"
## [2581] "2015-03-01 GMT" "2015-03-02 GMT" "2015-03-03 GMT" "2015-03-04 GMT"
## [2585] "2015-03-05 GMT" "2015-03-06 GMT" "2015-03-07 GMT" "2015-03-08 GMT"
## [2589] "2015-03-09 GMT" "2015-03-10 GMT" "2015-03-11 GMT" "2015-03-12 GMT"
## [2593] "2015-03-13 GMT" "2015-03-14 GMT" "2015-03-15 GMT" "2015-03-16 GMT"
## [2597] "2015-03-17 GMT" "2015-03-18 GMT" "2015-03-19 GMT" "2015-03-20 GMT"
## [2601] "2015-03-21 GMT" "2015-03-22 GMT" "2015-03-23 GMT" "2015-03-24 GMT"
## [2605] "2015-03-25 GMT" "2015-03-26 GMT" "2015-03-27 GMT" "2015-03-28 GMT"
## [2609] "2015-03-29 GMT" "2015-03-30 GMT" "2015-03-31 GMT" "2015-04-01 GMT"
## [2613] "2015-04-02 GMT" "2015-04-03 GMT" "2015-04-04 GMT" "2015-04-05 GMT"
## [2617] "2015-04-06 GMT" "2015-04-07 GMT" "2015-04-08 GMT" "2015-04-09 GMT"
## [2621] "2015-04-10 GMT" "2015-04-11 GMT" "2015-04-12 GMT" "2015-04-13 GMT"
## [2625] "2015-04-14 GMT" "2015-04-15 GMT" "2015-04-16 GMT" "2015-04-17 GMT"
## [2629] "2015-04-18 GMT" "2015-04-19 GMT" "2015-04-20 GMT" "2015-04-21 GMT"
## [2633] "2015-04-22 GMT" "2015-04-23 GMT" "2015-04-24 GMT" "2015-04-25 GMT"
## [2637] "2015-04-26 GMT" "2015-04-27 GMT" "2015-04-28 GMT" "2015-04-29 GMT"
## [2641] "2015-04-30 GMT" "2015-05-01 GMT" "2015-05-02 GMT" "2015-05-03 GMT"
## [2645] "2015-05-04 GMT" "2015-05-05 GMT" "2015-05-06 GMT" "2015-05-07 GMT"
## [2649] "2015-05-08 GMT" "2015-05-09 GMT" "2015-05-10 GMT" "2015-05-11 GMT"
## [2653] "2015-05-12 GMT" "2015-05-13 GMT" "2015-05-14 GMT" "2015-05-15 GMT"
## [2657] "2015-05-16 GMT" "2015-05-17 GMT" "2015-05-18 GMT" "2015-05-19 GMT"
## [2661] "2015-05-20 GMT" "2015-05-21 GMT" "2015-05-22 GMT" "2015-05-23 GMT"
## [2665] "2015-05-24 GMT" "2015-05-25 GMT" "2015-05-26 GMT" "2015-05-27 GMT"
## [2669] "2015-05-28 GMT" "2015-05-29 GMT" "2015-05-30 GMT" "2015-05-31 GMT"
## [2673] "2015-06-01 GMT" "2015-06-02 GMT" "2015-06-03 GMT" "2015-06-04 GMT"
## [2677] "2015-06-05 GMT" "2015-06-06 GMT" "2015-06-07 GMT" "2015-06-08 GMT"
## [2681] "2015-06-09 GMT" "2015-06-10 GMT" "2015-06-11 GMT" "2015-06-12 GMT"
## [2685] "2015-06-13 GMT" "2015-06-14 GMT" "2015-06-15 GMT" "2015-06-16 GMT"
## [2689] "2015-06-17 GMT" "2015-06-18 GMT" "2015-06-19 GMT" "2015-06-20 GMT"
## [2693] "2015-06-21 GMT" "2015-06-22 GMT" "2015-06-23 GMT" "2015-06-24 GMT"
## [2697] "2015-06-25 GMT" "2015-06-26 GMT" "2015-06-27 GMT" "2015-06-28 GMT"
## [2701] "2015-06-29 GMT" "2015-06-30 GMT" "2015-07-01 GMT" "2015-07-02 GMT"
## [2705] "2015-07-03 GMT" "2015-07-04 GMT" "2015-07-05 GMT" "2015-07-06 GMT"
## [2709] "2015-07-07 GMT" "2015-07-08 GMT" "2015-07-09 GMT" "2015-07-10 GMT"
## [2713] "2015-07-11 GMT" "2015-07-12 GMT" "2015-07-13 GMT" "2015-07-14 GMT"
## [2717] "2015-07-15 GMT" "2015-07-16 GMT" "2015-07-17 GMT" "2015-07-18 GMT"
## [2721] "2015-07-19 GMT" "2015-07-20 GMT" "2015-07-21 GMT" "2015-07-22 GMT"
## [2725] "2015-07-23 GMT" "2015-07-24 GMT" "2015-07-25 GMT" "2015-07-26 GMT"
## [2729] "2015-07-27 GMT" "2015-07-28 GMT" "2015-07-29 GMT" "2015-07-30 GMT"
## [2733] "2015-07-31 GMT" "2015-08-01 GMT" "2015-08-02 GMT" "2015-08-03 GMT"
## [2737] "2015-08-04 GMT" "2015-08-05 GMT" "2015-08-06 GMT" "2015-08-07 GMT"
## [2741] "2015-08-08 GMT" "2015-08-09 GMT" "2015-08-10 GMT" "2015-08-11 GMT"
## [2745] "2015-08-12 GMT" "2015-08-13 GMT" "2015-08-14 GMT" "2015-08-15 GMT"
## [2749] "2015-08-16 GMT" "2015-08-17 GMT" "2015-08-18 GMT" "2015-08-19 GMT"
## [2753] "2015-08-20 GMT" "2015-08-21 GMT" "2015-08-22 GMT" "2015-08-23 GMT"
## [2757] "2015-08-24 GMT" "2015-08-25 GMT" "2015-08-26 GMT" "2015-08-27 GMT"
## [2761] "2015-08-28 GMT" "2015-08-29 GMT" "2015-08-30 GMT" "2015-08-31 GMT"
## [2765] "2015-09-01 GMT" "2015-09-02 GMT" "2015-09-03 GMT" "2015-09-04 GMT"
## [2769] "2015-09-05 GMT" "2015-09-06 GMT" "2015-09-07 GMT" "2015-09-08 GMT"
## [2773] "2015-09-09 GMT" "2015-09-10 GMT" "2015-09-11 GMT" "2015-09-12 GMT"
## [2777] "2015-09-13 GMT" "2015-09-14 GMT" "2015-09-15 GMT" "2015-09-16 GMT"
## [2781] "2015-09-17 GMT" "2015-09-18 GMT" "2015-09-19 GMT" "2015-09-20 GMT"
## [2785] "2015-09-21 GMT" "2015-09-22 GMT" "2015-09-23 GMT" "2015-09-24 GMT"
## [2789] "2015-09-25 GMT" "2015-09-26 GMT" "2015-09-27 GMT" "2015-09-28 GMT"
## [2793] "2015-09-29 GMT" "2015-09-30 GMT" "2015-10-01 GMT" "2015-10-02 GMT"
## [2797] "2015-10-03 GMT" "2015-10-04 GMT" "2015-10-05 GMT" "2015-10-06 GMT"
## [2801] "2015-10-07 GMT" "2015-10-08 GMT" "2015-10-09 GMT" "2015-10-10 GMT"
## [2805] "2015-10-11 GMT" "2015-10-13 GMT" "2015-10-14 GMT" "2015-10-15 GMT"
## [2809] "2015-10-16 GMT" "2015-10-17 GMT" "2015-10-18 GMT" "2015-10-19 GMT"
## [2813] "2015-10-20 GMT" "2015-10-21 GMT" "2015-10-22 GMT" "2015-10-23 GMT"
## [2817] "2015-10-24 GMT" "2015-10-25 GMT" "2015-10-26 GMT" "2015-10-27 GMT"
## [2821] "2015-10-28 GMT" "2015-10-29 GMT" "2015-10-30 GMT" "2015-10-31 GMT"
## [2825] "2015-11-01 GMT" "2015-11-02 GMT" "2015-11-03 GMT" "2015-11-04 GMT"
## [2829] "2015-11-05 GMT" "2015-11-06 GMT" "2015-11-07 GMT" "2015-11-08 GMT"
## [2833] "2015-11-09 GMT" "2015-11-10 GMT" "2015-11-11 GMT" "2015-11-12 GMT"
## [2837] "2015-11-13 GMT" "2015-11-14 GMT" "2015-11-15 GMT" "2015-11-16 GMT"
## [2841] "2015-11-17 GMT" "2015-11-18 GMT" "2015-11-19 GMT" "2015-11-20 GMT"
## [2845] "2015-11-21 GMT" "2015-11-22 GMT" "2015-11-23 GMT" "2015-11-24 GMT"
## [2849] "2015-11-25 GMT" "2015-11-26 GMT" "2015-11-27 GMT" "2015-11-28 GMT"
## [2853] "2015-11-29 GMT" "2015-11-30 GMT" "2015-12-01 GMT" "2015-12-02 GMT"
## [2857] "2015-12-03 GMT" "2015-12-04 GMT" "2015-12-05 GMT" "2015-12-06 GMT"
## [2861] "2015-12-07 GMT" "2015-12-08 GMT" "2015-12-09 GMT" "2015-12-10 GMT"
## [2865] "2015-12-11 GMT" "2015-12-12 GMT" "2015-12-13 GMT" "2015-12-14 GMT"
## [2869] "2015-12-15 GMT" "2015-12-16 GMT" "2015-12-17 GMT" "2015-12-18 GMT"
## [2873] "2015-12-19 GMT" "2015-12-20 GMT" "2015-12-21 GMT" "2015-12-22 GMT"
## [2877] "2015-12-23 GMT" "2015-12-24 GMT" "2015-12-25 GMT" "2015-12-26 GMT"
## [2881] "2015-12-27 GMT" "2015-12-28 GMT" "2015-12-29 GMT" "2015-12-30 GMT"
## [2885] "2015-12-31 GMT" "2016-01-01 GMT" "2016-01-02 GMT" "2016-01-03 GMT"
## [2889] "2016-01-04 GMT" "2016-01-05 GMT" "2016-01-06 GMT" "2016-01-07 GMT"
## [2893] "2016-01-08 GMT" "2016-01-09 GMT" "2016-01-10 GMT" "2016-01-11 GMT"
## [2897] "2016-01-12 GMT" "2016-01-13 GMT" "2016-01-14 GMT" "2016-01-15 GMT"
## [2901] "2016-01-16 GMT" "2016-01-17 GMT" "2016-01-18 GMT" "2016-01-19 GMT"
## [2905] "2016-01-20 GMT"
##
## $train.holiday.names
## NULL
##
## $train.component.cols
## additive_terms weekly yearly multiplicative_terms
## 1 1 0 1 0
## 2 1 0 1 0
## 3 1 0 1 0
## 4 1 0 1 0
## 5 1 0 1 0
## 6 1 0 1 0
## 7 1 0 1 0
## 8 1 0 1 0
## 9 1 0 1 0
## 10 1 0 1 0
## 11 1 0 1 0
## 12 1 0 1 0
## 13 1 0 1 0
## 14 1 0 1 0
## 15 1 0 1 0
## 16 1 0 1 0
## 17 1 0 1 0
## 18 1 0 1 0
## 19 1 0 1 0
## 20 1 0 1 0
## 21 1 1 0 0
## 22 1 1 0 0
## 23 1 1 0 0
## 24 1 1 0 0
## 25 1 1 0 0
## 26 1 1 0 0
##
## $component.modes
## $component.modes$additive
## [1] "yearly" "weekly"
## [3] "additive_terms" "extra_regressors_additive"
## [5] "holidays"
##
## $component.modes$multiplicative
## [1] "multiplicative_terms" "extra_regressors_multiplicative"
##
##
## attr(,"class")
## [1] "prophet" "list"8 Prophet FCST - create future dates
Prophet provides a built-in helper function make_future_dataframe which easily creates a dataframe with the future dates. The make_future_dataframe function requires only the input of frequency and number of future periods to be used. The historical data is kept by default for evaluation purposes later.[FB]
Store the future dates in “future”. Keep frequency set to days as default. Set the period argument to 365 as forecast into the future.
Check start and end data by applying the head() and tail()function:
## ds
## 1 2007-12-10
## 2 2007-12-11
## 3 2007-12-12
## 4 2007-12-13
## 5 2007-12-14
## 6 2007-12-15## ds
## 3265 2017-01-14
## 3266 2017-01-15
## 3267 2017-01-16
## 3268 2017-01-17
## 3269 2017-01-18
## 3270 2017-01-19The data starts with the historical data and ends with the additional 365th value.
9 Prophet FCST - create the prediction
Next step deploys the model to the future dates. Use the predict() function to create the predictions for all rows (historic and future) in the “future” dataframe. The result is a forecast object as dataframe which provides a column “yhat” containing the forecast. There are additional columns available to represent uncertainty intervals and seasonal components. [FB]
The function takes the data and trains the model on a specified period. Next It will predict your specified future period. Further Prophet will retrain the data on a bigger period, predict again which will repeat until the end point is reached. [Merwe]
Create a new dataframe assigned to the “forecast” variable. Apply predict() on the prophet model object to generate the forecast:
Show first and last 2 items of the prediction (yhat) with lower (yhat_lower) and upper (yhat_upper) limits. Recognize that the generated data start with the historic data and ends with the forecast data:
## ds yhat yhat_lower yhat_upper
## 1 2007-12-10 8.844728 8.230789 9.477446
## 2 2007-12-11 8.593232 7.994377 9.192219
## 3 2007-12-12 8.389042 7.787762 9.025573
## 4 2007-12-13 8.366916 7.741864 8.992488
## 5 2007-12-14 8.354872 7.733932 8.927045
## 6 2007-12-15 8.100137 7.441524 8.717138## ds yhat yhat_lower yhat_upper
## 3265 2017-01-14 7.819364 7.129962 8.539835
## 3266 2017-01-15 8.201116 7.449641 8.893473
## 3267 2017-01-16 8.526128 7.788228 9.285155
## 3268 2017-01-17 8.313510 7.630772 8.997114
## 3269 2017-01-18 8.146114 7.432969 8.869195
## 3270 2017-01-19 8.158009 7.436022 8.92073610 Prophet FCST - Plot Forecast
To visualize the forecast Prophet provides another built-in helper function plot() which only needs the model and the forecast as input [FB]:
- “m” = prophet object from
prophet(data) - “forecast” = dataframe of
predict(m, future)function add_changepoints_to_plot()to visualize the same [Package ‘prophet’]:
Legend for the plot:
- black dots represent the number of views of Manning’s Wikipedia page until end of 2016
- blue line represents the prediction of the prophet model including the historic values
- light blue lines visualizes the y upper and lower limits presenting the uncertainty interval
To be recognized: The Prophet forecast automatically detects the saisonality, here related to NFL seasons.
Alternative: To generate an interactive plot ggplotly() can be easily applied [Storozhenko]:
p <- plot(m, forecast) + add_changepoints_to_plot(m)
p_int <- ggplotly(p, tooltip="all", orignalData = True)
p_intTo visualize the forecast components Prophet provides one more built-in helper function which is prophet_plot_components(). The plot provides the forecast broken down into “trend”, “weekly” and “yearly” seasonality. [FB]
This plot visualizes how Prophet has modeled the trend and seasonality for the data:
Interpretation of the plot:
As Peyton Manning is an American football player, yearly seasonality is important, but also weekly seasonality is present. Further certain football events (like playoff games) can also be modeled. [Taylor/Letham 2]
- Trend: is showing the trend and a confidence intervall getting bigger at the end for the predition. Highest peek was in 2012
- Weekly seasonality: highest for Monday, lowest for Saturday.
- Yearly seasonality: highest in beginning of the Year followed by another peak in September. Which fits to the regular football season starting in September followed by the Play-offs, Super Bowl and Pro Bowl until February. The downward trend after 2014 corresponds to the retirement of Manning in 2016.
Another way to create an interactive plot of the forecast is using Dygraphs command dyplot.prophet(m, forecast). [FB]
- “m” = prophet object from
prophet(data) - “forecast” = dataframe of
predict(m, future)function
11 Fazit
"Prophet makes it easy for experts and non-experts to make a high quality forecasts. But Prophet is not for all forecasting problems the method to be used. Prophet is optimized for business forecast tasks with following characteristics:
- hourly, daily, or weekly data
- minimum of a few months (better year) of historical data
- strong seasonalities: day of week and time of year
- important holidays / events known in advance (e.g. the Super Bowl)
- a reasonable number of missing observations
- a reasonable number of large outliers
- historical trend changes (e.g. product launches, logging changes)
- non-linear growth trends
- trend has a natural limit or saturates"
[Taylor/Letham 2]
“We have found Prophet’s default settings to produce forecasts that are often accurate as those produced by skilled forecasters, with much less effort. With Prophet, you are not stuck with the results of a completely automatic procedure if the forecast is not satisfactory — an analyst with no training in time series methods can improve or tweak forecasts using a variety of easily-interpretable parameters. We have found that by combining automatic forecasting with analyst-in-the-loop forecasts for special cases, it is possible to cover a wide variety of business use-cases.” [Taylor/Letham 2]
“More details about the options available for each method are available in the docstrings, for example, via ?prophet or ?fit.prophet. This documentation is also available in the reference manual on CRAN.” [FB]
Tutorial available @ https://github.com/poetzl/Prophet-with-R